langchain

Commit Graph

Author	SHA1	Message	Date
Harrison Chase	fe804d2a01	Harrison/aim integration (#2178 ) Co-authored-by: Hovhannes Tamoyan <hovhannes.tamoyan@gmail.com> Co-authored-by: Gor Arakelyan <arakelyangor10@gmail.com>	2 years ago
Max Caldwell	3dc49a04a3	[Documents] Updated Figma docs and added example (#2172 ) - Current docs are pointing to the wrong module, fixed - Added some explanation on how to find the necessary parameters - Added chat-based codegen example w/ retrievers Picture of the new page: ![Screenshot 2023-03-29 at 20-11-29 Figma — 🦜🔗 LangChain 0 0 126](https://user-images.githubusercontent.com/2172753/228719338-c7ec5b11-01c2-4378-952e-38bc809f217b.png) Please let me know if you'd like any tweaks! I wasn't sure if the example was too heavy for the page or not but decided "hey, I probably would want to see it" and so included it. Co-authored-by: maxtheman <max@maxs-mbp.lan>	2 years ago
Harrison Chase	f5a4bf0ce4	remove prep (#2136 ) agents should be stateless or async stuff may not work	2 years ago
Harrison Chase	8b91a21e37	fix memory docs (#2157 )	2 years ago
Harrison Chase	b35260ed47	Harrison/memory base (#2122 ) @3coins + @zoltan-fedor.... heres the pr + some minor changes i made. thoguhts? can try to get it into tmrws release --------- Co-authored-by: Zoltan Fedor <zoltan.0.fedor@gmail.com> Co-authored-by: Piyush Jain <piyushjain@duck.com>	2 years ago
Chase Adams	b5449a866d	docs: tiny fix on docs verbiage (#2124 ) Changed `RecursiveCharaterTextSplitter` => `RecursiveCharacterTextSplitter`. GH's diff doesn't handle the long string well.	2 years ago
Jonathan Page	8441cbfc03	Add successful request count to OpenAI callback (#2128 ) I've found it useful to track the number of successful requests to OpenAI. This gives me a better sense of the efficiency of my prompts and helps compare map_reduce/refine on a cheaper model vs. stuffing on a more expensive model with higher capacity.	2 years ago
Harrison Chase	27f80784d0	fix link (#2123 )	2 years ago
blob42	031e32f331	searx: implement async + helper tool providing json results (#2129 ) - implemented `arun` and `aresults`. Reuses aiosession if available. - helper tools `SearxSearchRun` and `SearxSearchResults` - update doc Co-authored-by: blob42 <spike@w530>	2 years ago
Ankush Gola	ccee1aedd2	add async support for anthropic (#2114 ) should not be merged in before https://github.com/anthropics/anthropic-sdk-python/pull/11 gets released	2 years ago
Harrison Chase	a5bf8c9b9d	Harrison/aleph alpha embeddings (#2117 ) Co-authored-by: Piotr Mazurek <piotr635@gmail.com> Co-authored-by: PiotrMazurek <piotr.mazurek@aleph-alpha.com>	2 years ago
Alex Telon	ef25904ecb	Fixed 1 missing line in getting_started.md (#2107 ) Seems like a copy paste error. The very next example does have this line. Please tell me if I missed something in the process and should have created an issue or something first!	2 years ago
Francis Felici	9d6f649ba5	fix typo in docs (#2115 ) simple typo	2 years ago
Honkware	aff33d52c5	Add OpenWeatherMap API Tool (#2083 ) Added tool for OpenWeatherMap API	2 years ago
Charlie Holtz	f16c1fb6df	Add replicate take 2 (#2077 ) This PR adds a replicate integration to langchain. It's an updated version of https://github.com/hwchase17/langchain/pull/1993, but with updates to match latest replicate-python code. https://github.com/replicate/replicate-python. --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com> Co-authored-by: Zeke Sikelianos <zeke@sikelianos.com>	2 years ago
Harrison Chase	410bf37fb8	Harrison/big query (#2100 ) Co-authored-by: lu-cashmoney <lucas.corley@gmail.com>	2 years ago
Harrison Chase	eff5eed719	Harrison/jina (#2043 ) Co-authored-by: numb3r3 <wangfelix87@gmail.com> Co-authored-by: felix-wang <35718120+numb3r3@users.noreply.github.com>	2 years ago
Stéphane Busso	0bee219cb3	feat: Add Notion database document loader (#2056 ) This PR adds Notion DB loader for langchain. It reads content from pages within a Notion Database. It uses the Notion API to query the database and read the pages. It also reads the metadata from the pages and stores it in the Document object.	2 years ago
Harrison Chase	4cd5cf2e95	notebook for tokens (#2086 )	2 years ago
Harrison Chase	d5825bd3e8	Harrison/whatsapp loader (#2085 ) Co-authored-by: Moshe <hello@moshemalka.me>	2 years ago
Michael Gokhman	b5020c7d9c	docs: fix promptlayer link typo (#2005 ) tiny typo, just stumbled upon it when reading the docs Co-authored-by: Michael Gokhman <michaelg@ai21.com>	2 years ago
Deepankar Mahapatro	5bea731fb4	docs(deployment): add langchain-serve (#2006 ) Adds documentation to deploy Langchain Chains & Agents using Jina. Repo: https://github.com/jina-ai/langchain-serve	2 years ago
Harrison Chase	0e3b0c827e	Harrison/ai plugin (#2084 ) Co-authored-by: Xupeng (Tony) Tong <tongxupeng.cpu@gmail.com>	2 years ago
Ace Eldeib	4be2f9d75a	fix: numerous broken documentation links (#2070 ) seems linkchecker isn't catching them because it runs on generated html. at that point the links are already missing. the generation process seems to strip invalid references when they can't be re-written from md to html. I used https://github.com/tcort/markdown-link-check to check the doc source directly. There are a few false positives on localhost for development.	2 years ago
Harrison Chase	f74a1bebf5	Harrison/duckdb (#2064 ) Co-authored-by: Trent Hauck <trent@trenthauck.com>	2 years ago
Harrison Chase	76ecca4d53	redis retriever (#2060 )	2 years ago
Ankush Gola	b7ebb8fe30	enable streaming in anthropic llm wrapper (#2065 )	2 years ago
Harrison Chase	30e3b31b04	Harrison/document cleanup (#2062 ) Co-authored-by: Delip Rao <delip@users.noreply.github.com>	2 years ago
Harrison Chase	a0cd6672aa	Harrison/site map (#2061 ) Co-authored-by: Tim Asp <707699+timothyasp@users.noreply.github.com>	2 years ago
Krulknul	5e91928607	Added `.as_retriever()` to `from_llm()` calls (#2051 )	2 years ago
Jason Holtkamp	3d3e523520	Update getting_started with better example (#1910 ) I noticed that the "getting started" guide section on agents included an example test where the agent was getting the question wrong 😅 I guess Olivia Wilde's dating life is too tough to keep track of for this simple agent example. Let's change it to something a little easier, so users who are running their agent for the first time are less likely to be confused by a result that doesn't match that which is on the docs.	2 years ago
Eduard van Valkenburg	c1a9d83b34	Added Azure Blob Storage File and Container Loader (#1890 ) Added support for document loaders for Azure Blob Storage using a connection string. Fixes #1805 --------- Co-authored-by: Mick Vleeshouwer <mick@imick.nl>	2 years ago
Harrison Chase	b26fa1935d	fix headers (#2039 )	2 years ago
Harrison Chase	bc2ed93b77	fix doc tags (#2019 )	2 years ago
Ankush Gola	c71f2a7b26	small nit on index page (#2018 )	2 years ago
Harrison Chase	51681f653f	fix docs (#2017 )	2 years ago
Harrison Chase	705431aecc	big docs refactor (#1978 ) Co-authored-by: Ankush Gola <ankush.gola@gmail.com>	2 years ago
Harrison Chase	b83e826510	plugin tool (#1974 )	2 years ago
Harrison Chase	6ec5780547	add docs for openai retriever ingest (#1969 )	2 years ago
Harrison Chase	47d37db2d2	WIP: Harrison/base retriever (#1765 )	2 years ago
Enwei Jiao	4f364db9a9	Add milvus for ecosystem (#1951 )	2 years ago
Tim Asp	030ce9f506	fix import error of bs4 (#1952 ) Ran into a broken build if bs4 wasn't installed in the project. Minor tweak to follow the other doc loaders optional package-loading conventions. Also updated html docs to include reference to this new html loader. side note: Should there be 2 different html-to-text document loaders? This new one only handles local files, while the existing unstructured html loader handles HTML from local and remote. So it seems like the improvement was adding the title to the metadata, which is useful but could also be added to `html.py`	2 years ago
Harrison Chase	8990122d5d	retrievers interface (#1948 )	2 years ago
Harrison Chase	52d6bf04d0	tracing improvements to docs (#1947 )	2 years ago
Harrison Chase	b5667bed9e	human input default (#1911 )	2 years ago
Eric Zhu	b3be83c750	Add human as a tool (#1879 ) Human can help AI. #1871	2 years ago
Harrison Chase	50626a10ee	Hx23840 feat/add redisearch vectorstore (#1909 ) Co-authored-by: Peter <peter.shi@alephf.com> Co-authored-by: Peter Shi <42536066+hx23840@users.noreply.github.com>	2 years ago
Harrison Chase	6e1b5b8f7e	Harrison/figma doc loader (#1908 ) Co-authored-by: Ismail Pelaseyed <homanp@gmail.com>	2 years ago
Klein Tahiraj	d3d4503ce2	Remove redundant .docx loader (closes #1716 ) + update how_to_guides.rst (#1891 ) In https://github.com/hwchase17/langchain/issues/1716 , it was identified that there were two .py files performing similar tasks. As a resolution, one of the files has been removed, as its purpose had already been fulfilled by the other file. Additionally, the init has been updated accordingly. Furthermore, the how_to_guides.rst file has been updated to include links to documentation that was previously missing. This was deemed necessary as the existing list on https://langchain.readthedocs.io/en/latest/modules/document_loaders/how_to_guides.html was incomplete, causing confusion for users who rely on the full list of documentation on the left sidebar of the website.	2 years ago
Harrison Chase	1f93c5cf69	extraction docs (#1898 )	2 years ago
Sean Zheng	15b5a08f4b	Update how_to_guides.rst (#1893 ) Adding OpenSearch examples	2 years ago
Harrison Chase	ce5d97bcb3	Harrison/guarded output parser (#1804 ) Co-authored-by: jerwelborn <jeremy.welborn@gmail.com>	2 years ago
DeadBranch	8fa1764c60	docs: update gpt index references to LlamaIndex (#1856 ) The GPT Index project is transitioning to the new project name, LlamaIndex. I've updated a few files referencing the old project name and repository URL to the current ones. From the [LlamaIndex repo](https://github.com/jerryjliu/llama_index): > NOTE: We are rebranding GPT Index as LlamaIndex! We will carry out this transition gradually. > > 2/25/2023: By default, our docs/notebooks/instructions now reference "LlamaIndex" instead of "GPT Index". > > 2/19/2023: By default, our docs/notebooks/instructions now use the llama-index package. However the gpt-index package still exists as a duplicate! > > 2/16/2023: We have a duplicate llama-index pip package. Simply replace all imports of gpt_index with llama_index if you choose to pip install llama-index. I'm not associated with LlamaIndex in any way. I just noticed the discrepancy when studying the lanchain documentation.	2 years ago
Harrison Chase	f299bd1416	clean up sagemaker nb (#1875 )	2 years ago
Philipp Schmid	064be93edf	[Embeddings] Add SageMaker Endpoint Embedding class (#1859 ) # What does this PR do? This PR adds similar to `llms` a SageMaker-powered `embeddings` class. This is helpful if you want to leverage Hugging Face models on SageMaker for creating your indexes. I added a example into the [docs/modules/indexes/examples/embeddings.ipynb](https://github.com/hwchase17/langchain/compare/master...philschmid:add-sm-embeddings?expand=1#diff-e82629e2894974ec87856aedd769d4bdfe400314b03734f32bee5990bc7e8062) document. The example currently includes some `_### TEMPORARY: Showing how to deploy a SageMaker Endpoint from a Hugging Face model ###_ ` code showing how you can deploy a sentence-transformers to SageMaker and then run the methods of the embeddings class. @hwchase17 please let me know if/when i should remove the `_### TEMPORARY: Showing how to deploy a SageMaker Endpoint from a Hugging Face model ###_` in the description i linked to a detail blog on how to deploy a Sentence Transformers so i think we don't need to include those steps here. I also reused the `ContentHandlerBase` from `langchain.llms.sagemaker_endpoint` and changed the output type to `any` since it is depending on the implementation.	2 years ago
anupam-tiwari	86822d1cc2	Fixes the import typo in the vector db text generator notebook (#1874 ) Fixes the import typo in the vector db text generator notebook for the chroma library Co-authored-by: Anupam <anupam@10-16-252-145.dynapool.wireless.nyu.edu>	2 years ago
Harrison Chase	a581bce379	remove key (#1863 )	2 years ago
Harrison Chase	2ffc643086	add listen api docs (#1855 )	2 years ago
Tomoko Uchida	b706966ebc	Add setup instruction in Getting Started for Indexing (#1847 ) `VectorstoreIndexCreator` [uses Chroma as the vectorstore by default](`1c22657256/langchain/indexes/vectorstore.py (L49)`). It may be helpful to add a short note for the setup. You can see how the notebook looks here. https://github.com/mocobeta/langchain/blob/feat/add-setup-instruction-to-index-getting-started/docs/modules/indexes/getting_started.ipynb	2 years ago
Harrison Chase	1c22657256	Harrison/faiss merge (#1843 ) Co-authored-by: Ting Su <ting.su.1995@outlook.com>	2 years ago
Simon Zhou	3674074eb0	Add Qdrant to ecosystem page (#1830 ) Add [Qdrant](https://qdrant.tech/) to [LangChain ecosystem](https://langchain.readthedocs.io/en/latest/ecosystem.html) page.	2 years ago
Wenbin Fang	a7e09d46c5	Add podcast api tool to use NLP to search all podcasts or episodes. (#1833 ) Use the following code to test: ```python import os from langchain.llms import OpenAI from langchain.chains.api import podcast_docs from langchain.chains import APIChain # Get api key here: https://openai.com/pricing os.environ["OPENAI_API_KEY"] = "sk-xxxxx" # Get api key here: https://www.listennotes.com/api/pricing/ listen_api_key = 'xxx' llm = OpenAI(temperature=0) headers = {"X-ListenAPI-Key": listen_api_key} chain = APIChain.from_llm_and_api_docs(llm, podcast_docs.PODCAST_DOCS, headers=headers, verbose=True) chain.run("Search for 'silicon valley bank' podcast episodes, audio length is more than 30 minutes, return only 1 results") ``` Known issues: the api response data might be too big, and we'll get such error: `openai.error.InvalidRequestError: This model's maximum context length is 4097 tokens, however you requested 6733 tokens (6477 in your prompt; 256 for the completion). Please reduce your prompt; or completion length.`	2 years ago
Ikko Eltociear Ashimine	9555bbd5bb	Fix typo in sqlite.ipynb (#1828 ) overriden -> overridden	2 years ago
Harrison Chase	d5b4393bb2	Harrison/llm math (#1808 ) Co-authored-by: Vadym Barda <vadim.barda@gmail.com>	2 years ago
Bryan Helmig	7b6ff7fe00	Follow up to #1803 to remove dynamic docs route. (#1818 ) The base docs are going to be more stable and familiar for folks. Dynamic route is currently in flux.	2 years ago
Harrison Chase	76c7b1f677	Harrison/wandb (#1764 ) Co-authored-by: Anish Shah <93145909+ash0ts@users.noreply.github.com>	2 years ago
Harrison Chase	d5d50c39e6	Harrison/azure embeddings (#1787 ) Co-authored-by: Hemant <4627288+ghaccount@users.noreply.github.com>	2 years ago
Harrison Chase	1f18698b2a	Harrison/token buffer memory (#1786 ) Co-authored-by: Aratako <127325395+Aratako@users.noreply.github.com>	2 years ago
Harrison Chase	ef4945af6b	Harrison/chat token usage (#1785 )	2 years ago
Harrison Chase	7de2ada3ea	Harrison/add source column (#1784 ) Co-authored-by: Brian Graham <46691715+briangrahamww@users.noreply.github.com> Co-authored-by: briangrahamww <brian.graham@ww.com>	2 years ago
hitoshi44	3cf493b089	Fix Document & Expose StringPromptTemplate as a custom-prompt-template. (#1753 ) Regarding [this issue](https://github.com/hwchase17/langchain/issues/1754), the code in the document [Creating a custom prompt template](https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_prompt_template.html) is no longer functional and outdated. To address this, I have made the following changes: 1. Updated the guide in the document to use `StringPromptTemplate` instead of `BasePromptTemplate`. 2. Exposed `StringPromptTemplate` in `prompts/__init__.py` for easier importing.	2 years ago
hung_ng__	3d6fcb85dc	Add load json prompt example (#1776 ) Hi, I just want to add a PR on the prompt serialization examples of loading from JSON so that it can contain the same as loading from YAML.	2 years ago
Piyush Jain	1a8790d808	Corrects copyright year (#1762 ) Corrected copyright year.	2 years ago
Harrison Chase	8685d53adc	querying tabular data (#1758 )	2 years ago
Harrison Chase	dd90fd02d5	Harrison/move docs (#1741 )	2 years ago
Harrison Chase	07766a69f3	move docs (#1740 )	2 years ago
Harrison Chase	96ebe98dc2	Harrison/latex splitter (#1738 ) Co-authored-by: Aidan Holland <thehappydinoa@gmail.com> Co-authored-by: Jan de Boer <44832123+Janldeboer@users.noreply.github.com>	2 years ago
Harrison Chase	45f05fc939	Harrison/blackboard loader (#1737 ) Co-authored-by: Aidan Holland <thehappydinoa@gmail.com>	2 years ago
Vincent Liao	cf9c3f54f7	docs: add docs link to agent toolkits (#1735 ) New to Langchain, was a bit confused where I should find the toolkits section when I'm at `agent/key_concepts` docs. I added a short link that points to the how to section.	2 years ago
Piyush Jain	cdff6c8181	Sagemaker Endpoint LLM (#1686 ) Updates #965 --------- Co-authored-by: Nimisha Mehta <116048415+nimimeht@users.noreply.github.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
libra	8a95fdaee1	Fix all the bug in init Tool in docs (#1725 ) Fix all the example in the docs when init `Tool` Test by render with jupyter	2 years ago
jerwelborn	55efbb8a7e	pydantic/json parsing (#1722 ) ``` class Joke(BaseModel): setup: str = Field(description="question to set up a joke") punchline: str = Field(description="answer to resolve the joke") joke_query = "Tell me a joke." # Or, an example with compound type fields. #class FloatArray(BaseModel): # values: List[float] = Field(description="list of floats") # #float_array_query = "Write out a few terms of fiboacci." model = OpenAI(model_name='text-davinci-003', temperature=0.0) parser = PydanticOutputParser(pydantic_object=Joke) prompt = PromptTemplate( template="Answer the user query.\n{format_instructions}\n{query}\n", input_variables=["query"], partial_variables={"format_instructions": parser.get_format_instructions()} ) _input = prompt.format_prompt(query=joke_query) print("Prompt:\n", _input.to_string()) output = model(_input.to_string()) print("Completion:\n", output) parsed_output = parser.parse(output) print("Parsed completion:\n", parsed_output) ``` ``` Prompt: Answer the user query. The output should be formatted as a JSON instance that conforms to the JSON schema below. For example, the object {"foo": ["bar", "baz"]} conforms to the schema {"foo": {"description": "a list of strings field", "type": "string"}}. Here is the output schema: --- {"setup": {"description": "question to set up a joke", "type": "string"}, "punchline": {"description": "answer to resolve the joke", "type": "string"}} --- Tell me a joke. Completion: {"setup": "Why don't scientists trust atoms?", "punchline": "Because they make up everything!"} Parsed completion: setup="Why don't scientists trust atoms?" punchline='Because they make up everything!' ``` Ofc, works only with LMs of sufficient capacity. DaVinci is reliable but not always. --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	2 years ago
Jonathan Pedoeem	606605925d	Adding ability to `return_pl_id` to all PromptLayer Models in LangChain (#1699 ) PromptLayer now has support for [several different tracking features.](https://magniv.notion.site/Track-4deee1b1f7a34c1680d085f82567dab9) In order to use any of these features you need to have a request id associated with the request. In this PR we add a boolean argument called `return_pl_id` which will add `pl_request_id` to the `generation_info` dictionary associated with a generation. We also updated the relevant documentation.	2 years ago
Harrison Chase	3ea6d9c4d2	add docs for save/load messages (#1697 )	2 years ago
Piyush Jain	1279c8de39	Fixed typo, clarified language (#1682 )	2 years ago
at-b612	c7779c800a	Added Mynd URL to gallery (#1684 )	2 years ago
Jithin James	6f4f771897	docs: add path to state_of_the_union.txt in indexes/getting_started page (#1691 ) add the state_of_the_union.txt file so that its easier to follow through with the example. --------- Co-authored-by: Jithin James <jjmachan@pop-os.localdomain>	2 years ago
Ankush Gola	d4edd3c312	Zapier Integration (#1654 ) * Zapier Wrapper and Tools (implemented by Zapier Team) * Zapier Toolkit, examples with mrkl agent --------- Co-authored-by: Mike Knoop <mikeknoop@gmail.com> Co-authored-by: Robert Lewis <robert.lewis@zapier.com>	2 years ago
Harrison Chase	0b29e68c17	Harrison/pgvector (#1679 ) Co-authored-by: Aman Kumar <krsingh.aman@gmail.com>	2 years ago
Harrison Chase	4d7fdb8957	Harrison/gml save (#1676 ) Co-authored-by: Satoru Sakamoto <51464932+satoru814@users.noreply.github.com>	2 years ago
Harrison Chase	656efe6ef3	Harrison/fix nb (#1678 )	2 years ago
Matt Robinson	63aa28e2a6	feat: allow the unstructured kwargs to be passed in to Unstructured document loaders (#1667 ) ### Summary Allows users to pass in `**unstructured_kwargs` to Unstructured document loaders. Implemented with the `strategy` kwargs in mind, but will pass in other kwargs like `include_page_breaks` as well. The two currently supported strategies are `"hi_res"`, which is more accurate but takes longer, and `"fast"`, which processes faster but with lower accuracy. The `"hi_res"` strategy is the default. For PDFs, if `detectron2` is not available and the user selects `"hi_res"`, the loader will fallback to using the `"fast"` strategy. ### Testing #### Make sure the `strategy` kwarg works Run the following in iPython to verify that the `"fast"` strategy is indeed faster. ```python from langchain.document_loaders import UnstructuredFileLoader loader = UnstructuredFileLoader("layout-parser-paper-fast.pdf", strategy="fast", mode="elements") %timeit loader.load() loader = UnstructuredFileLoader("layout-parser-paper-fast.pdf", mode="elements") %timeit loader.load() ``` On my system I get: ```python In [3]: from langchain.document_loaders import UnstructuredFileLoader In [4]: loader = UnstructuredFileLoader("layout-parser-paper-fast.pdf", strategy="fast", mode="elements") In [5]: %timeit loader.load() 247 ms ± 369 µs per loop (mean ± std. dev. of 7 runs, 1 loop each) In [6]: loader = UnstructuredFileLoader("layout-parser-paper-fast.pdf", mode="elements") In [7]: %timeit loader.load() 2.45 s ± 31 ms per loop (mean ± std. dev. of 7 runs, 1 loop each) ``` #### Make sure older versions of `unstructured` still work Run `pip install unstructured==0.5.3` and then verify the following runs without error: ```python from langchain.document_loaders import UnstructuredFileLoader loader = UnstructuredFileLoader("layout-parser-paper-fast.pdf", mode="elements") loader.load() ```	2 years ago
Matthias Kern	c3dfbdf0da	Remove outdated code from Chat VectorDB QA example (#1670 )	2 years ago
Bilel MEDIMEGH	a2280f321f	Docs: Fix typo in memory/key_concepts.md (#1671 ) dialouge -> dialogue	2 years ago
Xin Qiu	4e13cef05a	feat: add redisearch vectorstore (#1307 ) # Description Add `RediSearch` vectorstore for LangChain RediSearch: [RediSearch quick start](https://redis.io/docs/stack/search/quick_start/) # How to use ``` from langchain.vectorstores.redisearch import RediSearch rds = RediSearch.from_documents(docs, embeddings,redisearch_url="redis://localhost:6379") ```	2 years ago
Harrison Chase	2d098e8869	Harrison/agent eval (#1620 ) Co-authored-by: jerwelborn <jeremy.welborn@gmail.com>	2 years ago
Harrison Chase	7cf46b3fee	Harrison/convo agent (#1642 )	2 years ago
Jon Luo	0a1b1806e9	sql: do not hard code the LIMIT clause in the table_info section (#1563 ) Seeing a lot of issues in Discord in which the LLM is not using the correct LIMIT clause for different SQL dialects. ie, it's using `LIMIT` for mssql instead of `TOP`, or instead of `ROWNUM` for Oracle, etc. I think this could be due to us specifying the LIMIT statement in the example rows portion of `table_info`. So the LLM is seeing the `LIMIT` statement used in the prompt. Since we can't specify each dialect's method here, I think it's fine to just replace the `SELECT... LIMIT 3;` statement with `3 rows from table_name table:`, and wrap everything in a block comment directly following the `CREATE` statement. The Rajkumar et al paper wrapped the example rows and `SELECT` statement in a block comment as well anyway. Thoughts @fpingham?	2 years ago
Tim Asp	b3234bf3b0	cleanup: unify 3 different pdf loaders, rename PagedPDFSplitter (#1615 ) `OnlinePDFLoader` and `PagedPDFSplitter` lived separate from the rest of the pdf loaders. Because they're all similar, I propose moving all to `pdy.py` and the same docs/examples page. Additionally, `PagedPDFSplitter` naming doesn't match the pattern the rest of the loaders follow, so I renamed to `PyPDFLoader` and had it inherit from `BasePDFLoader` so it can now load from remote file sources.	2 years ago
Harrison Chase	56aff797c0	docs req (#1647 )	2 years ago
Harrison Chase	d53ff270e0	bump version to 109 (#1646 )	2 years ago
Harrison Chase	df6c33d4b3	Harrison/new output parser (#1617 )	2 years ago
Eugene Yurtsev	bd4a2a670b	Add copy button to sphinx notebooks (#1622 ) This adds a copy button at the top right corner of all notebook cells in sphinx notebooks.	2 years ago
Ikko Eltociear Ashimine	6e98ab01e1	Fix typo in vectorstore.ipynb (#1614 ) Initalize -> Initialize	2 years ago
yakigac	acd86d33bc	Add read only shared memory (#1491 ) Provide shared memory capability for the Agent. Inspired by #1293 . ## Problem If both Agent and Tools (i.e., LLMChain) use the same memory, both of them will save the context. It can be annoying in some cases. ## Solution Create a memory wrapper that ignores the save and clear, thereby preventing updates from Agent or Tools.	2 years ago
Harrison Chase	c9b5a30b37	move output parsing (#1605 )	2 years ago
Harrison Chase	15de3e8137	Harrison/docs footer (#1600 ) Co-authored-by: Albert Avetisian <albert.avetisian@gmail.com>	2 years ago
Harrison Chase	9f78717b3c	Harrison/callbacks (#1587 )	2 years ago
Harrison Chase	90846dcc28	fix chat agent (#1586 )	2 years ago
Zach Schillaci	624c72c266	Add wikipedia tool doc (#1579 )	2 years ago
Tim Asp	30383abb12	Add CSVLoader document loader (#1573 ) Simple CSV document loader which wraps `csv` reader, and preps the file with a single `Document` per row. The column header is prepended to each value for context which is useful for context with embedding and semantic search	2 years ago
Andriy Mulyar	c9189d354a	AtlasDB vector store documentation updates. (#1572 ) - Updated errors in the AtlasDB vector store documentation - Removed extraneous output logs in example notebook.	2 years ago
Matt Robinson	7018806a92	feat: document loader for markdown files (#1558 ) ### Summary Adds a document loader for handling markdown files. This document loader requires `unstructured>=0.4.16`. ### Testing ```python from langchain.document_loaders import UnstructuredMarkdownLoader loader = UnstructuredMarkdownLoader("README.md") loader.load() ```	2 years ago
Harrison Chase	bd335ffd64	bump version to 106 (#1562 )	2 years ago
Harrison Chase	a094c49153	add chat agent (#1509 )	2 years ago
Brenton Wheeler	99fe023496	docs: fix typo in modules/indexes/chain_examples/question_answering (#1551 ) docs: fix typo in modules/indexes/chain_examples/question_answering ![image](https://user-images.githubusercontent.com/11394076/224007874-3a52adf6-ff7a-4f22-9dbf-18c83d08167f.png)	2 years ago
Harrison Chase	3ee32a01ea	Harrison/prompt layer (#1547 ) Co-authored-by: Jonathan Pedoeem <jonathanped@gmail.com> Co-authored-by: AbuBakar <abubakarsohail123@gmail.com>	2 years ago
Harrison Chase	cc423f40f1	Harrison/youtube loader (#1545 ) Co-authored-by: Julian Wustl <57504258+Julianwustl@users.noreply.github.com>	2 years ago
Harrison Chase	523ad8d2e2	Harrison/chat history formatter1 (#1538 ) Co-authored-by: Youssef A. Abukwaik <yousseb@users.noreply.github.com>	2 years ago
Graham Neubig	31303d0b11	Added other evaluation metrics for data-augmented QA (#1521 ) This PR adds additional evaluation metrics for data-augmented QA, resulting in a report like this at the end of the notebook: ![Screen Shot 2023-03-08 at 8 53 23 AM](https://user-images.githubusercontent.com/398875/223731199-8eb8e77f-5ff3-40a2-a23e-f3bede623344.png) The score calculation is based on the [Critique](https://docs.inspiredco.ai/critique/) toolkit, an API-based toolkit (like OpenAI) that has minimal dependencies, so it should be easy for people to run if they choose. The code could further be simplified by actually adding a chain that calls Critique directly, but that probably should be saved for another PR if necessary. Any comments or change requests are welcome!	2 years ago
gidler	494c9d341a	[DOCS] Assorted wording, punctuation, and consistency revisions (#1443 ) Contributing some small fixes I noticed while reading through the documentation. Thank you for a creating and maintaining this project!	2 years ago
Harrison Chase	c4a557bdd4	add concept of prompt collection (#1507 )	2 years ago
Ivan	97e3666e0d	changed requests.run to requests.get (#1485 ) This pull request proposes an update to the Lightweight wrapper library's documentation. The current documentation provides an example of how to use the library's requests.run method, as follows: requests.run("https://www.google.com"). However, this example does not work for the 0.0.102 version of the library. Testing: The changes have been tested locally to ensure they are working as intended. Thank you for considering this pull request.	2 years ago
Tom Dyson	e3354404ad	Fix link to Pinecone notebook (#1492 )	2 years ago
Harrison Chase	3610ef2830	add fake embeddings class (#1503 )	2 years ago
Harrison Chase	4f41e20f09	memory docs (#1501 )	2 years ago
Harrison Chase	f276bfad8e	Harrison/chat memory (#1495 )	2 years ago
Harrison Chase	7bec461782	Harrison/memory refactor (#1478 ) moves memory to own module, factors out common stuff	2 years ago
Harrison Chase	0e21463f07	(rfc) chat models (#1424 ) Co-authored-by: Ankush Gola <ankush.gola@gmail.com>	2 years ago
Harrison Chase	63a5614d23	Harrison/simple memory (#1435 ) Co-authored-by: Tim Asp <707699+timothyasp@users.noreply.github.com>	2 years ago
Harrison Chase	a1b9dfc099	Harrison/similarity search chroma (#1434 ) Co-authored-by: shibuiwilliam <shibuiyusuke@gmail.com>	2 years ago
Ikko Eltociear Ashimine	b8a7828d1f	Update huggingface_datasets.ipynb (#1417 ) HuggingFace -> Hugging Face	2 years ago
Tim Asp	23231d65a9	Add PyMuPDF PDF loader (#1426 ) Different PDF libraries have different strengths and weaknesses. PyMuPDF does a good job at extracting the most amount of content from the doc, regardless of the source quality, extremely fast (especially compared to Unstructured). https://pymupdf.readthedocs.io/en/latest/index.html	2 years ago
blob42	3d54b05863	searx: add install instructions, update doc and notebooks (#1420 ) - Added instructions on setting up self hosted searx - Add notebook example with agent - Use `localhost:8888` as example url to stay consistent since public instances are not really usable. Co-authored-by: blob42 <spike@w530>	2 years ago
Tim Asp	bca0935d90	[docs] fix minor import error (#1425 )	2 years ago
JonLuca De Caro	443992c4d5	[Docs] Add missing word from prompt docs (#1406 ) The prompt in the first example of the quickstart guide was missing `for `	2 years ago
Jason Gill	1989e7d4c2	Update examples to prevent confusing missing _type warning (#1391 ) The YAML and JSON examples of prompt serialization now give a strange `No '_type' key found, defaulting to 'prompt'` message when you try to run them yourself or copy the format of the files. The reason for this harmless warning is that the _type key was not in the config files, which means they are parsed as a standard prompt. This could be confusing to new users (like it was confusing to me after upgrading from 0.0.85 to 0.0.86+ for my few_shot prompts that needed a _type added to the example_prompt config), so this update includes the _type key just for clarity. Obviously this is not critical as the warning is harmless, but it could be confusing to track down or be interpreted as an error by a new user, so this update should resolve that.	2 years ago
Harrison Chase	dda5259f68	bump version to 0.0.99 (#1390 )	2 years ago
Kacper Łukawski	9ac442624c	Add Qdrant named arguments (#1386 ) This PR: - Increases `qdrant-client` version to 1.0.4 - Introduces custom content and metadata keys (as requested in #1087) - Moves all the `QdrantClient` parameters into the method parameters to simplify code completion	2 years ago
Ankush Gola	fe30be6fba	add async and streaming support to `OpenAIChat` (#1378 ) title says it all	2 years ago
Lakshya Agarwal	cfed0497ac	Minor grammatical fixes (#1325 ) Fixed typos and links in a few places across documents	2 years ago
Harrison Chase	1cd8996074	Harrison/summarizer chain (#1356 ) Co-authored-by: Tim Asp <707699+timothyasp@users.noreply.github.com>	2 years ago
Harrison Chase	4b5e850361	chatgpt wrapper (#1367 )	2 years ago
Harrison Chase	4d4b43cf5a	fix doc names (#1354 )	2 years ago
Harrison Chase	fe7dbecfe6	pandas and csv agents (#1353 )	2 years ago
Harrison Chase	02ec72df87	improve docs (#1351 )	2 years ago
Jon Luo	92ab27e4b8	sql doc formatting (#1350 ) My bad, missed a few tabs between the two PRs	2 years ago
Ankush Gola	82baecc892	Add a SQL agent for interacting with SQL Databases and JSON Agent for interacting with large JSON blobs (#1150 ) This PR adds * `ZeroShotAgent.as_sql_agent`, which returns an agent for interacting with a sql database. This builds off of `SQLDatabaseChain`. The main advantages are 1) answering general questions about the db, 2) access to a tool for double checking queries, and 3) recovering from errors * `ZeroShotAgent.as_json_agent` which returns an agent for interacting with json blobs. * Several examples in notebooks --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	2 years ago
Jon Luo	35f1e8f569	separate columns by tabs instead of single space in sql sample rows (#1348 ) Use tabs to separate columns instead of a single space - confusing when there are spaces in a cell	2 years ago
James Brotchie	3574418a40	Fix link in summarization.md (#1344 ) "Utilities for working with Documents" was linking to a non-useful page. Re-linked to the utils page that includes info about working with docs.	2 years ago
Jon Luo	5bf8772f26	add option to use user-defined SQL table info (#1347 ) Currently, table information is gathered through SQLAlchemy as complete table DDL and a user-selected number of sample rows from each table. This PR adds the option to use user-defined table information instead of automatically collecting it. This will use the provided table information and fall back to the automatic gathering for tables that the user didn't provide information for. Off the top of my head, there are a few cases where this can be quite useful: - The first n rows of a table are uninformative, or very similar to one another. In this case, hand-crafting example rows for a table such that they provide the good, diverse information can be very helpful. Another approach we can think about later is getting a random sample of n rows instead of the first n rows, but there are some performance considerations that need to be taken there. Even so, hand-crafting the sample rows is useful and can guarantee the model sees informative data. - The user doesn't want every column to be available to the model. This is not an elegant way to fulfill this specific need since the user would have to provide the table definition instead of a simple list of columns to include or ignore, but it does work for this purpose. - For the developers, this makes it a lot easier to compare/benchmark the performance of different prompting structures for providing table information in the prompt. These are cases I've run into myself (particularly cases 1 and 3) and I've found these changes useful. Personally, I keep custom table info for a few tables in a yaml file for versioning and easy loading. Definitely open to other opinions/approaches though!	2 years ago
Harrison Chase	786852e9e6	partial variables (#1308 )	2 years ago
Tim Asp	72ef69d1ba	Add new iFixit document loader (#1333 ) iFixit is a wikipedia-like site that has a huge amount of open content on how to fix things, questions/answers for common troubleshooting and "things" related content that is more technical in nature. All content is licensed under CC-BY-SA-NC 3.0 Adding docs from iFixit as context for user questions like "I dropped my phone in water, what do I do?" or "My macbook pro is making a whining noise, what's wrong with it?" can yield significantly better responses than context free response from LLMs.	2 years ago
Matt Robinson	1aa41b5741	feat: document loader for image files (#1330 ) ### Summary Adds a document loader for image files such as `.jpg` and `.png` files. ### Testing Run the following using the example document from the [`unstructured` repo](https://github.com/Unstructured-IO/unstructured/tree/main/example-docs). ```python from langchain.document_loaders.image import UnstructuredImageLoader loader = UnstructuredImageLoader("layout-parser-paper-fast.jpg") loader.load() ```	2 years ago
Eugene Yurtsev	c14cff60d0	Documentation: Minor typo fixes (#1327 ) Fixing a few minor typos in the documentation (and likely introducing other ones in the process).	2 years ago
Harrison Chase	f61858163d	bump version to 0.0.95 (#1324 )	2 years ago
Harrison Chase	0824d65a5c	Harrison/indexing pipeline (#1317 )	2 years ago
Akshay	a0bf856c70	Update agent_vectorstore.ipynb (#1318 ) nitpicking but just thought i'd add this typo which I found when going through the How-to 😄 (unless it was intentional) also, it's amazing that you added ReAct to LangChain!	2 years ago
Harrison Chase	166cda2cc6	Harrison/deeplake (#1316 ) Co-authored-by: Davit Buniatyan <d@activeloop.ai>	2 years ago
Harrison Chase	aaad6cc954	Harrison/atlas db (#1315 ) Co-authored-by: Brandon Duderstadt <brandonduderstadt@gmail.com>	2 years ago
Marc Puig	3989c793fd	Making it possible to use "certainty" as a parameter for the weaviate similarity_search (#1218 ) Checking if weaviate similarity_search kwargs contains "certainty" and use it accordingly. The minimal level of certainty must be a float, and it is computed by normalized distance.	2 years ago
Harrison Chase	81abcae91a	Harrison/banana fix (#1311 ) Co-authored-by: Erik Dunteman <44653944+erik-dunteman@users.noreply.github.com>	2 years ago
Casey A. Fitzpatrick	648b3b3909	Fix use case sentence for bash util doc (#1295 ) Thanks for all your hard work! I noticed a small typo in the bash util doc so here's a quick update. Additionally, my formatter caught some spacing in the `.md` as well. Happy to revert that if it's an issue. The main change is just ``` - A common use case this is for letting it interact with your local file system. + A common use case for this is letting the LLM interact with your local file system. ``` ## Testing `make docs_build` succeeds locally and the changes show as expected ✌️ <img width="704" alt="image" src="https://user-images.githubusercontent.com/17773666/221376160-e99e59a6-b318-49d1-a1d7-89f5c17cdab4.png">	2 years ago
Ingo Kleiber	fd9975dad7	add CoNLL-U document loader (#1297 ) I've added a simple [CoNLL-U](https://universaldependencies.org/format.html) document loader. CoNLL-U is a common format for NLP tasks and is used, for example, in the Universal Dependencies treebank corpora. The loader reads a single file in standard CoNLL-U format and returns a document.	2 years ago
Harrison Chase	d29f74114e	copy paste loader (#1302 )	2 years ago
Harrison Chase	ce441edd9c	improve docs (#1309 )	2 years ago
Harrison Chase	6f30d68581	add example of using agent with vectorstores (#1285 )	2 years ago
Matt Robinson	2f15c11b87	feat: document loader for MS Word documents (#1282 ) ### Summary Adds a document loader for MS Word Documents. Works with both `.docx` and `.doc` files as longer as the user has installed `unstructured>=0.4.11`. ### Testing The follow workflow test the loader for both `.doc` and `.docx` files using example docs from the `unstructured` repo. #### `.docx` ```python from langchain.document_loaders import UnstructuredWordDocumentLoader filename = "../unstructured/example-docs/fake.docx" loader = UnstructuredWordDocumentLoader(filename) loader.load() ``` #### `.doc` ```python from langchain.document_loaders import UnstructuredWordDocumentLoader filename = "../unstructured/example-docs/fake.doc" loader = UnstructuredWordDocumentLoader(filename) loader.load() ```	2 years ago
Harrison Chase	96db6ed073	cleanup (#1274 )	2 years ago
Harrison Chase	42167a1e24	Harrison/fb loader (#1277 ) Co-authored-by: Vairo Di Pasquale <vairo.dp@gmail.com>	2 years ago
Klein Tahiraj	8a0751dadd	adding .ipynb loader and documentation Fixes #1248 (#1252 ) `NotebookLoader.load()` loads the `.ipynb` notebook file into a `Document` object. Parameters: * `include_outputs` (bool): whether to include cell outputs in the resulting document (default is False). * `max_output_length` (int): the maximum number of characters to include from each cell output (default is 10). * `remove_newline` (bool): whether to remove newline characters from the cell sources and outputs (default is False). * `traceback` (bool): whether to include full traceback (default is False).	2 years ago
Enrico Shippole	9becdeaadf	Add Writer, Banana, Modal, StochasticAI (#1270 ) Add LLM wrappers and examples for Banana, Writer, Modal, Stochastic AI Added rigid json format for Banana and Modal	2 years ago
Matt Robinson	10e73a3723	docs: remove nltk download steps (#1253 ) ### Summary Updates the docs to remove the `nltk` download steps from `unstructured`. As of `unstructured` `0.4.14`, this is handled automatically in the relevant modules within `unstructured`.	2 years ago
Justin Torre	5bc6dc076e	added caching and properties docs (#1255 )	2 years ago
Iskren Ivov Chernev	8e3cd3e0dd	Add DeepInfra LLM support (#1232 ) DeepInfra is an Inference-as-a-Service provider. Add a simple wrapper using HTTPS requests.	2 years ago
Dmitri Melikyan	b7765a95a0	docs: add Graphsignal ecosystem page (#1228 ) Adds a Graphsignal ecosystem page	2 years ago
Harrison Chase	6085fe18d4	add ifttt tool (#1244 )	2 years ago
Harrison Chase	71709ad5d5	Update key_concepts.md (#1209 ) (#1237 ) Link for easier navigation (it's not immediately clear where to find more info on SimpleSequentialChain (3 clicks away) --------- Co-authored-by: Larry Fisherman <l4rryfisherman@protonmail.com>	2 years ago
Dennis Antela Martinez	53c67e04d4	add aleph alpha llm (#1207 ) Integrate Aleph Alpha's client into Langchain to provide access to the luminous models - more info on latest benchmarks here: https://www.aleph-alpha.com/luminous-performance-benchmarks	2 years ago
Ikko Eltociear Ashimine	334b553260	Update petals.md (#1225 ) Huggingface -> Hugging Face	2 years ago
Sason	cc7d2e5621	Correct typo in "Question Answering" How-To Guide (#1221 )	2 years ago
Matt Robinson	3d5f56a8a1	docs: add quotes to `unstructured[local-inference]` install instructions (#1208 ) ### Summary Corrects the install instruction for local inference to `pip install "unstructured[local-inference]"`	2 years ago
Harrison Chase	047231840d	add docs for chroma persistance (#1202 )	2 years ago
Harrison Chase	5bdb8dd6fe	Harrison/unstructured io (#1200 )	2 years ago
Harrison Chase	d90a287d8f	Harrison/updating docs (#1196 )	2 years ago
Dennis Antela Martinez	23243ae69c	add gitbook document loader (#1180 ) Added a GitBook document loader. It lets you both, (1) fetch text from any single GitBook page, or (2) fetch all relative paths and return their respective content in Documents. I've modified the `scrape` method in the `WebBaseLoader` to accept custom web paths if given, but happy to remove it and move that logic into the `GitbookLoader` itself.	2 years ago
Naveen Tatikonda	0118706fd6	Add Support for OpenSearch Vector database (#1191 ) ### Description This PR adds a wrapper which adds support for the OpenSearch vector database. Using opensearch-py client we are ingesting the embeddings of given text into opensearch cluster using Bulk API. We can perform the `similarity_search` on the index using the 3 popular searching methods of OpenSearch k-NN plugin: - `Approximate k-NN Search` use approximate nearest neighbor (ANN) algorithms from the [nmslib](https://github.com/nmslib/nmslib), [faiss](https://github.com/facebookresearch/faiss), and [Lucene](https://lucene.apache.org/) libraries to power k-NN search. - `Script Scoring` extends OpenSearch’s script scoring functionality to execute a brute force, exact k-NN search. - `Painless Scripting` adds the distance functions as painless extensions that can be used in more complex combinations. Also, supports brute force, exact k-NN search like Script Scoring. ### Issues Resolved https://github.com/hwchase17/langchain/issues/1054 --------- Signed-off-by: Naveen Tatikonda <navtat@amazon.com>	2 years ago
Harrison Chase	926c121b98	Harrison/text splitter docs (#1188 )	2 years ago
Harrison Chase	91446a5e9b	clean up text splitting docs (#1184 )	2 years ago
Harrison Chase	5a954efdd7	update gallery with slack bot (#1177 )	2 years ago
blob42	9962bda70b	searx_search: docs updates (#1175 ) - fix notebook formatting, remove empty cells and add scrolling for long text --------- Co-authored-by: blob42 <spike@w530>	2 years ago
Harrison Chase	4f3fbd7267	improve docs for indexes (#1146 )	2 years ago
Harrison Chase	28781a6213	Harrison/markdown splitter (#1169 ) Co-authored-by: Michael Chen <flamingdescent@gmail.com> Co-authored-by: Michael Chen <michaelchen@stripe.com>	2 years ago
Nan Wang	e8f224fd3a	docs: add missing links to toc (#1163 ) add missing links to toc --------- Signed-off-by: Nan Wang <nan.wang@jina.ai>	2 years ago
Nick	afe884fb96	AI21 documentation incorrectly titled Cohere (#1167 )	2 years ago
Harrison Chase	955c89fccb	pass in prompts to vectordbqa (#1158 )	2 years ago
Harrison Chase	65cc81c479	directory loader improvements (#1162 )	2 years ago
Harrison Chase	9d6d8f85da	Harrison/self hosted runhouse (#1154 ) Co-authored-by: Donny Greenberg <dongreenberg2@gmail.com> Co-authored-by: John Dagdelen <jdagdelen@users.noreply.github.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net> Co-authored-by: Andrew White <white.d.andrew@gmail.com> Co-authored-by: Peng Qu <82029664+pengqu123@users.noreply.github.com> Co-authored-by: Matt Robinson <mthw.wm.robinson@gmail.com> Co-authored-by: jeff <tangj1122@gmail.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MacBook-Pro.local> Co-authored-by: zanderchase <zander@unfold.ag> Co-authored-by: Charles Frye <cfrye59@gmail.com> Co-authored-by: zanderchase <zanderchase@gmail.com> Co-authored-by: Shahriar Tajbakhsh <sh.tajbakhsh@gmail.com> Co-authored-by: Stefan Keselj <skeselj@princeton.edu> Co-authored-by: Francisco Ingham <fpingham@gmail.com> Co-authored-by: Dhruv Anand <105786647+dhruv-anand-aintech@users.noreply.github.com> Co-authored-by: cragwolfe <cragcw@gmail.com> Co-authored-by: Anton Troynikov <atroyn@users.noreply.github.com> Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com> Co-authored-by: Oliver Klingefjord <oliver@klingefjord.com> Co-authored-by: blob42 <contact@blob42.xyz> Co-authored-by: blob42 <spike@w530> Co-authored-by: Enrico Shippole <henryshippole@gmail.com> Co-authored-by: Ibis Prevedello <ibiscp@gmail.com> Co-authored-by: jped <jonathanped@gmail.com> Co-authored-by: Justin Torre <justintorre75@gmail.com> Co-authored-by: Ivan Vendrov <ivan@anthropic.com> Co-authored-by: Sasmitha Manathunga <70096033+mmz-001@users.noreply.github.com> Co-authored-by: Ankush Gola <9536492+agola11@users.noreply.github.com> Co-authored-by: Matt Robinson <mrobinson@unstructuredai.io> Co-authored-by: Jeff Huber <jeffchuber@gmail.com> Co-authored-by: Akshay <64036106+akshayvkt@users.noreply.github.com> Co-authored-by: Andrew Huang <jhuang16888@gmail.com> Co-authored-by: rogerserper <124558887+rogerserper@users.noreply.github.com> Co-authored-by: seanaedmiston <seane999@gmail.com> Co-authored-by: Hasegawa Yuya <52068175+Hase-U@users.noreply.github.com> Co-authored-by: Ivan Vendrov <ivendrov@gmail.com> Co-authored-by: Chen Wu (吴尘) <henrychenwu@cmu.edu> Co-authored-by: Dennis Antela Martinez <dennis.antela@gmail.com> Co-authored-by: Maxime Vidal <max.vidal@hotmail.fr> Co-authored-by: Rishabh Raizada <110235735+rishabh-ti@users.noreply.github.com>	2 years ago
CG80499	af8f5c1a49	Added constitutional chain. (#1147 ) - Added self-critique constitutional chain based on this [paper](https://www.anthropic.com/constitutional.pdf).	2 years ago
Harrison Chase	a83ba44efa	Harrison/ver0089 (#1144 )	2 years ago
Ankush Gola	7b5e160d28	Make Tools own model, add ToolKit Concept (#1095 ) Follow-up of @hinthornw's PR: - Migrate the Tool abstraction to a separate file (`BaseTool`). - `Tool` implementation of `BaseTool` takes in function and coroutine to more easily maintain backwards compatibility - Add a Toolkit abstraction that can own the generation of tools around a shared concept or state --------- Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com> Co-authored-by: Francisco Ingham <fpingham@gmail.com> Co-authored-by: Dhruv Anand <105786647+dhruv-anand-aintech@users.noreply.github.com> Co-authored-by: cragwolfe <cragcw@gmail.com> Co-authored-by: Anton Troynikov <atroyn@users.noreply.github.com> Co-authored-by: Oliver Klingefjord <oliver@klingefjord.com> Co-authored-by: William Fu-Hinthorn <whinthorn@Williams-MBP-3.attlocal.net> Co-authored-by: Bruno Bornsztein <bruno.bornsztein@gmail.com>	2 years ago
Harrison Chase	45b5640fe5	fix sql (#1141 )	2 years ago
Sam Hogan	85c1449a96	Fix typo in HyDE docs (#1142 )	2 years ago
Harrison Chase	fb3c73d194	add srt loader (#1140 )	2 years ago
Harrison Chase	483821ea3b	fix docs (#1133 )	2 years ago
Harrison Chase	d5f3dfa1e1	Harrison/hn loader (#1130 ) Co-authored-by: William X <william.y.xuan@gmail.com>	2 years ago
Harrison Chase	511d41114f	return source documents for chat vector db chain (#1128 )	2 years ago
Matt Robinson	b956070f08	docs: add an unstructured section to the ecosystem page (#1125 ) ### Summary Adds an Unstructured section to the ecosystem page.	2 years ago
Francisco Ingham	3462130e2d	Modify number of types of chains (#1089 ) Changed number of types of chains to make it consistent with the rest of the docs	2 years ago
Harrison Chase	7745505482	chat qa with sources (#1084 )	2 years ago
Harrison Chase	badeeb37b0	fix stuff count (#1083 )	2 years ago
Harrison Chase	971458c5de	docs for batch size (#1082 )	2 years ago
Harrison Chase	5e10e19bfe	Harrison/align table (#1081 ) Co-authored-by: Francisco Ingham <fpingham@gmail.com>	2 years ago
Harrison Chase	c60954d0f8	Harrison/telegram loader (#1080 ) Co-authored-by: Maxime Vidal <max.vidal@hotmail.fr>	2 years ago
Dennis Antela Martinez	a1c296bc3c	docs: increase width (#1049 ) This addresses #948. I set the documentation max width to 2560px, but can be adjusted - see screenshot below. <img width="1741" alt="Screenshot 2023-02-14 at 13 05 57" src="https://user-images.githubusercontent.com/23406704/218749076-ea51e90a-a220-4558-b4fe-5a95b39ebf15.png">	2 years ago
Harrison Chase	19c2797bed	add anthropic example (#1041 ) Co-authored-by: Ivan Vendrov <ivendrov@gmail.com> Co-authored-by: Sasmitha Manathunga <70096033+mmz-001@users.noreply.github.com>	2 years ago
blob42	3ecdea8be4	SearxNG meta search api helper (#854 ) This is a work in progress PR to track my progres. ## TODO: - [x] Get results using the specifed searx host - [x] Prioritize returning an `answer` or results otherwise - [ ] expose the field `infobox` when available - [ ] expose `score` of result to help agent's decision - [ ] expose the `suggestions` field to agents so they could try new queries if no results are found with the orignial query ? - [ ] Dynamic tool description for agents ? - Searx offers many engines and a search syntax that agents can take advantage of. It would be nice to generate a dynamic Tool description so that it can be used many times as a tool but for different purposes. - [x] Limit number of results - [ ] Implement paging - [x] Miror the usage of the Google Search tool - [x] easy selection of search engines - [x] Documentation - [ ] update HowTo guide notebook on Search Tools - [ ] Handle async - [ ] Tests ### Add examples / documentation on possible uses with - [ ] getting factual answers with `!wiki` option and `infoboxes` - [ ] getting `suggestions` - [ ] getting `corrections` --------- Co-authored-by: blob42 <spike@w530> Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	2 years ago
seanaedmiston	f0a258555b	Support similarity search by vector (in FAISS) (#961 ) Alternate implementation to PR #960 Again - only FAISS is implemented. If accepted can add this to other vectorstores or leave as NotImplemented? Suggestions welcome...	2 years ago
Jonathan Pedoeem	05ad399abe	Update PromptLayerOpenAI LLM to include support for ASYNC API (#1066 ) This PR updates `PromptLayerOpenAI` to now support requests using the [Async API](https://langchain.readthedocs.io/en/latest/modules/llms/async_llm.html) It also updates the documentation on Async API to let users know that PromptLayerOpenAI also supports this. `PromptLayerOpenAI` now redefines `_agenerate` a similar was to how it redefines `_generate`	2 years ago
Harrison Chase	98186ef180	Harrison/evernote nb (#1078 ) Co-authored-by: Akshay <64036106+akshayvkt@users.noreply.github.com>	2 years ago
rogerserper	e46cd3b7db	Google Search API integration with serper.dev (wrapper, tests, docs, … (#909 ) Adds Google Search integration with [Serper](https://serper.dev) a low-cost alternative to SerpAPI (10x cheaper + generous free tier). Includes documentation, tests and examples. Hopefully I am not missing anything. Developers can sign up for a free account at [serper.dev](https://serper.dev) and obtain an api key. ## Usage ```python from langchain.utilities import GoogleSerperAPIWrapper from langchain.llms.openai import OpenAI from langchain.agents import initialize_agent, Tool import os os.environ["SERPER_API_KEY"] = "" os.environ['OPENAI_API_KEY'] = "" llm = OpenAI(temperature=0) search = GoogleSerperAPIWrapper() tools = [ Tool( name="Intermediate Answer", func=search.run ) ] self_ask_with_search = initialize_agent(tools, llm, agent="self-ask-with-search", verbose=True) self_ask_with_search.run("What is the hometown of the reigning men's U.S. Open champion?") ``` ### Output ``` Entering new AgentExecutor chain... Yes. Follow up: Who is the reigning men's U.S. Open champion? Intermediate answer: Current champions Carlos Alcaraz, 2022 men's singles champion. Follow up: Where is Carlos Alcaraz from? Intermediate answer: El Palmar, Spain So the final answer is: El Palmar, Spain > Finished chain. 'El Palmar, Spain' ```	2 years ago
Jonathan Pedoeem	05df480376	Update `PromptLayerOpenAI` LLM usage instructions in documentation (#1053 ) This PR updates the usage instructions for PromptLayerOpenAI in Langchain's documentation. The updated instructions provide more detail and conform better to the style of other LLM integration documentation pages. No code changes were made in this PR, only improvements to the documentation. This update will make it easier for users to understand how to use `PromptLayerOpenAI`	2 years ago
Ankush Gola	d8ac274fc2	add to async chain notebook (#1056 )	2 years ago
Ankush Gola	caa8e4742e	Enable streaming for OpenAI LLM (#986 ) * Support a callback `on_llm_new_token` that users can implement when `OpenAI.streaming` is set to `True`	2 years ago
Sasmitha Manathunga	c67c5383fd	docs: fix typo in notebook (#1046 )	2 years ago
Harrison Chase	88bebb4caa	Harrison/llm integrations (#1039 ) Co-authored-by: jped <jonathanped@gmail.com> Co-authored-by: Justin Torre <justintorre75@gmail.com> Co-authored-by: Ivan Vendrov <ivan@anthropic.com>	2 years ago
Harrison Chase	ec727bf166	Align table info (#999 ) (#1034 ) Currently the chain is getting the column names and types on the one side and the example rows on the other. It is easier for the llm to read the table information if the column name and examples are shown together so that it can easily understand to which columns do the examples refer to. For an instantiation of this, please refer to the changes in the `sqlite.ipynb` notebook. Also changed `eval` for `ast.literal_eval` when interpreting the results from the sample row query since it is a better practice. --------- Co-authored-by: Francisco Ingham <> --------- Co-authored-by: Francisco Ingham <fpingham@gmail.com>	2 years ago
Enrico Shippole	f30dcc6359	Add GooseAI, CerebriumAI, Petals, ForefrontAI (#981 ) Add GooseAI, CerebriumAI, Petals, ForefrontAI	2 years ago
Harrison Chase	6a31a59400	add links (#1027 )	2 years ago
Harrison Chase	7fb33fca47	chroma docs (#1012 )	2 years ago
Harrison Chase	0c553d2064	Harrion/kg (#1016 ) Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com>	2 years ago
cragwolfe	05d8969c79	Unstructured example notebook: add a pdf, related deps (#1011 ) Updates the Unstructured example notebook with a PDF example. Includes additional dependencies for PDF processing (and images, etc).	2 years ago
Dhruv Anand	03e5794978	typo fix on chat vector db docs (#1007 ) simple typo fix: because --> between	2 years ago
Harrison Chase	0998577dfe	Harrison/unstructured structured (#1004 )	2 years ago
Harrison Chase	bbb06ca4cf	pdfminer (#1003 )	2 years ago
Francisco Ingham	0b6aa6a024	Added initial capital letter to bullet points that had it missing (#1000 ) Co-authored-by: Francisco Ingham <>	2 years ago
Harrison Chase	10e7297306	Harrison/fake llm (#990 ) Co-authored-by: Stefan Keselj <skeselj@princeton.edu> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
Harrison Chase	e51fad1488	Harrison/0083 (#996 ) Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
Harrison Chase	2e96704d59	Harrison/airbyte (#989 ) Co-authored-by: zanderchase <zanderchase@gmail.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MacBook-Pro.local>	2 years ago
Charles Frye	e9799d6821	improves huggingface_hub example (#988 ) The provided example uses the default `max_length` of `20` tokens, which leads to the example generation getting cut off. 20 tokens is way too short to show CoT reasoning, so I boosted it to `64`. Without knowing HF's API well, it can be hard to figure out just where those `model_kwargs` come from, and `max_length` is a super critical one.	2 years ago
zanderchase	c2d1d903fa	Zander/online pdf loader (#984 )	2 years ago
Harrison Chase	055a53c27f	add texts example (#985 ) Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MacBook-Pro.local>	2 years ago
jeff	6ab432d62e	docs: update spelling typos (#982 ) Wonder why "with" is spelled "wiht" so many times by human	2 years ago
Matt Robinson	07a407d89a	feat: adds `UnstructuredURLLoader` for loading data from urls (#979 ) ### Summary Adds a `UnstructuredURLLoader` that supports loading data from a list of URLs. ### Testing ```python from langchain.document_loaders import UnstructuredURLLoader urls = [ "https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-february-8-2023", "https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-february-9-2023" ] loader = UnstructuredURLLoader(urls=urls) raw_documents = loader.load() ```	2 years ago
Harrison Chase	c64f98e2bb	Harrison/format agent instructions (#973 ) Co-authored-by: Andrew White <white.d.andrew@gmail.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net> Co-authored-by: Peng Qu <82029664+pengqu123@users.noreply.github.com>	2 years ago
Harrison Chase	5469d898a9	Harrison/everynote (#974 ) Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
Harrison Chase	3d639d1539	update lint (#975 ) Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
Harrison Chase	01fa2d8117	Harrison/youtube fixes (#955 ) Co-authored-by: Ji <jizhang.work@gmail.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
zanderchase	8e126bc9bd	adding webpage loading logic (#942 )	2 years ago
Harrison Chase	c71027e725	add docs for steamship deployment (#949 ) Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
Harrison Chase	3e1901e1aa	gutenberg books (#946 ) Co-authored-by: zanderchase <zander@unfold.ag> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MBP.attlocal.net>	2 years ago
jeff	6a4f602156	docs: fix spelling typo (#934 )	2 years ago
Ikko Eltociear Ashimine	6023d5be09	Update huggingface_hub.ipynb (#944 ) HuggingFace -> Hugging Face	2 years ago
Harrison Chase	44ecec3896	Harrison/add roam loader (#939 )	2 years ago
Ankush Gola	bc7e56e8df	Add asyncio support for LLM (OpenAI), Chain (LLMChain, LLMMathChain), and Agent (#841 ) Supporting asyncio in langchain primitives allows for users to run them concurrently and creates more seamless integration with asyncio-supported frameworks (FastAPI, etc.) Summary of changes: LLM * Add `agenerate` and `_agenerate` * Implement in OpenAI by leveraging `client.Completions.acreate` Chain * Add `arun`, `acall`, `_acall` * Implement them in `LLMChain` and `LLMMathChain` for now Agent * Refactor and leverage async chain and llm methods * Add ability for `Tools` to contain async coroutine * Implement async SerpaPI `arun` Create demo notebook. Open questions: * Should all the async stuff go in separate classes? I've seen both patterns (keeping the same class and having async and sync methods vs. having class separation)	2 years ago
Vincent Elster	afc7f1b892	Fix typos (#929 ) accomplisehd -> accomplished	2 years ago
Harrison Chase	637c0d6508	Harrison/obsidian (#920 )	2 years ago
Harrison Chase	1e56879d38	Harrison/save faiss (#916 ) Co-authored-by: Shrey Joshi <shreyjoshi2004@gmail.com>	2 years ago
Ankush Gola	6bd1529cb7	add GoogleDriveLoader (#914 ) only deal with docs files for now	2 years ago
Harrison Chase	cc20b9425e	add reqs (#918 )	2 years ago
Harrison Chase	cea380174f	fix docs custom prompt template (#917 )	2 years ago
Harrison Chase	87fad8fc00	analyze document (#731 ) add analyze document chain, which does text splitting and then analysis	2 years ago
Harrison Chase	e2b834e427	Harrison/prompt template prefix (#888 ) Co-authored-by: Gabriel Simmons <simmons.gabe@gmail.com>	2 years ago
Harrison Chase	f95cedc443	Harrison/sql rows (#915 ) Co-authored-by: Jon Luo <20971593+jzluo@users.noreply.github.com>	2 years ago
Harrison Chase	2ec25ddd4c	add unstructured examples (#913 )	2 years ago
Harrison Chase	71e662e88d	update docs (#905 )	2 years ago
Harrison Chase	53d56d7650	Harrison/unstructured support (#903 )	2 years ago
Harrison Chase	2a68be3e8d	chat vector db chain (#902 )	2 years ago
James Briggs	8217a2f26c	Update pinecone init details in docs (#898 ) PR to fix outdated environment details in the docs, see issue #897 I added code comments as pointers to where users go to get API keys, and where they can find the relevant environment variable.	2 years ago
Harrison Chase	a2b699dcd2	prompt template from string (#884 )	2 years ago
Alex	7cc44b3bdb	Add to gallery (#882 )	2 years ago
Harrison Chase	0b9f086d36	Harrison/docs splitter (#879 )	2 years ago
Ryan Walker	1dd0733515	Fix small typo in getting started docs (#876 ) Just noticed this little typo while reading the docs, thought I'd open a PR!	2 years ago
Zach Schillaci	4c79100b15	Correct prompt typo + update example for SQLDatabaseChain (#868 ) See https://github.com/hwchase17/langchain/issues/821	2 years ago
Harrison Chase	3f48eed5bd	Harrison/milvus (#856 ) Signed-off-by: Filip Haltmayer <filip.haltmayer@zilliz.com> Signed-off-by: Frank Liu <frank.liu@zilliz.com> Co-authored-by: Filip Haltmayer <81822489+filip-halt@users.noreply.github.com> Co-authored-by: Frank Liu <frank@frankzliu.com>	2 years ago
Harrison Chase	523ad2e6bd	vercel deployments (#850 )	2 years ago
Harrison Chase	fc0cfd7d1f	docs (#848 )	2 years ago
Harrison Chase	23d5f64bda	Harrison/ngram example (#846 ) Co-authored-by: Sean Spriggens <ssprigge@syr.edu>	2 years ago
Harrison Chase	0de55048b7	return code for pal (#844 )	2 years ago
Harrison Chase	d564308e0f	rfc: instruct embeddings (#811 ) Co-authored-by: seanaedmiston <seane999@gmail.com>	2 years ago
Eli Mernit	bfabd1d5c0	Added new deployment template (#835 ) This PR introduces a new template for deploying LangChain apps as web endpoints. It includes template code, and links to a detailed code-walkthrough.	2 years ago
Istora Mandiri	06438794e1	Fix typo in textsplitter docs (#825 )	2 years ago
Harrison Chase	b0d560be56	add to gallery (#824 )	2 years ago
Harrison Chase	7b4882a2f4	Harrison/tf embeddings (#817 ) Co-authored-by: Ryohei Kuroki <10434946+yakigac@users.noreply.github.com>	2 years ago
Harrison Chase	94ae126747	return sql intermediate steps (#792 )	2 years ago
Roy Williams	6086292252	Centralize logic for loading from LangChainHub, add ability to pin dependencies (#805 ) It's generally considered to be a good practice to pin dependencies to prevent surprise breakages when a new version of a dependency is released. This commit adds the ability to pin dependencies when loading from LangChainHub. Centralizing this logic and using urllib fixes an issue identified by some windows users highlighted in this video - https://youtu.be/aJ6IQUh8MLQ?t=537	2 years ago
Harrison Chase	7728a848d0	Harrison/tracing docs (#806 ) Co-authored-by: Ankush Gola <9536492+agola11@users.noreply.github.com>	2 years ago
Harrison Chase	f3da4dc6ba	Harrison/tracing docs (#804 ) Co-authored-by: Ankush Gola <9536492+agola11@users.noreply.github.com>	2 years ago
Harrison Chase	ae1b589f60	Harrison/add link for support (#794 )	2 years ago
Harrison Chase	1ad7973cc6	Harrison/tool decorator (#790 ) Co-authored-by: Jason Liu <jxnl@users.noreply.github.com> Co-authored-by: Jason Liu <jason@jxnl.coA>	2 years ago
Harrison Chase	248c297f1b	Sample row in table info for SQLDatabase (#769 ) (#782 ) The agents usually benefit from understanding what the data looks like to be able to filter effectively. Sending just one row in the table info allows the agent to understand the data before querying and get better results. --------- Co-authored-by: Francisco Ingham <> --------- Co-authored-by: Francisco Ingham <fpingham@gmail.com>	2 years ago
Harrison Chase	c658f0aed3	Harrison/add to search (#778 ) Co-authored-by: Enrico Shippole <enricoship@gmail.com>	2 years ago
Harrison Chase	a5d003f0c9	update notebook and make backwards compatible (#772 )	2 years ago
Harrison Chase	b9ad214801	add docs for loading from hub (#763 )	2 years ago
Harrison Chase	1b89a438cf	(wip) Harrison/serialize agents (#725 )	2 years ago
Roy Williams	d2f882158f	Add type information for crawler.py (#738 ) Added type information to `crawler.py` to make it safer to use and understand.	2 years ago
Harrison Chase	bd0bf4e0a9	Harrison/generate blog post (#732 ) Co-authored-by: Ren <yirenlu92@users.noreply.github.com>	2 years ago
scadEfUr	e3df8ab6dc	move hyde into chains (#728 ) Co-authored-by: scadEfUr <>	2 years ago
Harrison Chase	0ffeabd14f	Harrison/serialize llm chain (#671 )	2 years ago
Sam Hogan	499e54edda	fix typos in readme and text splitter docs (#720 ) Fix typos in readme and TextSplitter documentation.	2 years ago
Николай Шангин	18b1466893	Fix not imported 'validator' (#715 ) otherwise `@validator("input_variables")` do not work	2 years ago
Harrison Chase	b69b551c8b	clarify use cases (#711 )	2 years ago
Nicolas	66fd57878a	docs: Update vector_db_qa_with_sources.ipynb (#706 )	2 years ago
Harrison Chase	fc4ad2db0f	langchain hub docs (#704 ) Co-authored-by: scadEfUr <123224380+scadEfUr@users.noreply.github.com>	2 years ago
Harrison Chase	3a30e6daa8	Harrison/openai callback (#684 )	2 years ago
Amos Ng	8baf6fb920	Update examples to fix execution problems (#685 ) On the [Getting Started page](https://langchain.readthedocs.io/en/latest/modules/prompts/getting_started.html) for prompt templates, I believe the very last example ```python print(dynamic_prompt.format(adjective=long_string)) ``` should actually be ```python print(dynamic_prompt.format(input=long_string)) ``` The existing example produces `KeyError: 'input'` as expected * On the [Create a custom prompt template](https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_prompt_template.html#id1) page, I believe the line ```python Function Name: {kwargs["function_name"]} ``` should actually be ```python Function Name: {kwargs["function_name"].__name__} ``` The existing example produces the prompt: ``` Given the function name and source code, generate an English language explanation of the function. Function Name: <function get_source_code at 0x7f907bc0e0e0> Source Code: def get_source_code(function_name): # Get the source code of the function return inspect.getsource(function_name) Explanation: ``` * On the [Example Selectors](https://langchain.readthedocs.io/en/latest/modules/prompts/examples/example_selectors.html) page, the first example does not define `example_prompt`, which is also subtly different from previous example prompts used. For user convenience, I suggest including ```python example_prompt = PromptTemplate( input_variables=["input", "output"], template="Input: {input}\nOutput: {output}", ) ``` in the code to be copy-pasted	2 years ago
Nicolas	4ddfa82bb7	docs: small typo on serpapi.md (#693 )	2 years ago
Nicolas	34cb8850e9	docs: small typo google_search.md (#692 )	2 years ago
Samantha Whitmore	77e3d58922	ConversationEntityMemory: Chain which uses an entity extraction & sum… (#678 ) …marization prompt to maintain a key-value store of memory information cc @devennavani Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	2 years ago
Ikko Eltociear Ashimine	64580259d0	Fix typo in hyde.ipynb (#688 ) therefor -> therefore	2 years ago
Harrison Chase	e45f7e40e8	Harrison/few shot yaml (#682 ) Co-authored-by: vintro <77507980+vintrocode@users.noreply.github.com>	2 years ago
Will Olson	2f57d18b25	Update hyperlink in Custom Prompt Template page (#677 ) The current link points to a non-existent page. I've updated the link to match what is on the "Create a custom example selector" page. <img width="584" alt="Screen Shot 2023-01-21 at 10 33 05 AM" src="https://user-images.githubusercontent.com/6773706/213879535-d8f2953d-ac37-448d-9b32-fdeb7b73cc32.png">	2 years ago
Harrison Chase	3d41af0aba	Harrison/load tools kwargs (#681 ) Co-authored-by: Bruno Bornsztein <bruno.bornsztein@gmail.com>	2 years ago
Harrison Chase	0b204d8c21	Harrison/quadrant (#665 ) Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com>	2 years ago
Harrison Chase	d0fdc6da11	Harrison/bing wrapper (#656 ) Co-authored-by: Enrico Shippole <henryshippole@gmail.com>	2 years ago
Charles Frye	bfb23f4608	typo bugfixes in getting started with prompts (#651 ) tl;dr: input -> word, output -> antonym, rename to dynamic_prompt consistently The provided code in this example doesn't run, because the keys are `word` and `antonym`, rather than `input` and `output`. Also, the `ExampleSelector`-based prompt is named `few_shot_prompt` when defined and `dynamic_prompt` in the follow-up example. The former name is less descriptive and collides with an earlier example, so I opted for the latter. Thanks for making a really cool library!	2 years ago
John	3adc5227cd	typo (#650 )	2 years ago
Harrison Chase	30abfc41c2	add instructions for saving loading (#642 )	2 years ago
Harrison Chase	95720adff5	Add documentation for custom prompts for Agents (#631 ) (#640 ) - Added a comment interpreting regex for `ZeroShotAgent` - Added a note to the `Custom Agent` notebook Co-authored-by: Sam Ching <samuel@duolingo.com>	2 years ago
Harrison Chase	6be5f4e4c4	Harrison/sql db chain (#641 ) Co-authored-by: Bruno Bornsztein <bruno.bornsztein@gmail.com>	2 years ago
Chetanya Rastogi	b550f57912	Fix the env variable for OpenAI Base Url (#639 ) For using Azure OpenAI API, we need to set multiple env vars. But as can be seen in openai package [here](`48b69293a3/openai/__init__.py (L35)`), the env var for setting base url is named `OPENAI_API_BASE` and not `OPENAI_API_BASE_URL`. This PR fixes that part in the documentation.	2 years ago
Francis	b374d481c8	fix typo (#636 ) there is a small typo in one of the docs.	2 years ago
Harrison Chase	3d43906572	Harrison/new api chain (#623 ) Co-authored-by: Francisco Ingham <fpingham@gmail.com> Co-authored-by: lesscomfortable <pancho_ingham@hotmail.com>	2 years ago
Harrison Chase	1c71fadfdc	more complex sql chain (#619 ) add a more complex sql chain that first subsets the necessary tables	2 years ago
Harrison Chase	2a54e73fec	bump version to 0063 (#616 )	2 years ago
Harrison Chase	57bbc5d6da	improve css (#615 )	2 years ago
Nicolas	91d7fd20ae	feat: add custom prompt for QAEvalChain chain (#610 ) I originally had only modified the `from_llm` to include the prompt but I realized that if the prompt keys used on the custom prompt didn't match the default prompt, it wouldn't work because of how `apply` works. So I made some changes to the evaluate method to check if the prompt is the default and if not, it will check if the input keys are the same as the prompt key and update the inputs appropriately. Let me know if there is a better way to do this. Also added the custom prompt to the QA eval notebook.	2 years ago
Francisco Ingham	1787c473b8	Custom prompt option for llm_bash and api chains (#612 ) Co-authored-by: lesscomfortable <pancho_ingham@hotmail.com>	2 years ago
Nicolas	b7225fd010	docs: fix small typo (#611 )	2 years ago
Harrison Chase	9f9afbb6a8	add custom prompt for LLMMathChain and SQLDatabase chain (#605 )	2 years ago
Sasmitha Manathunga	3e55f1474e	docs: fix typo (#604 )	2 years ago
Sam Ching	c4c6bf6e6e	Add subsection for colab notebooks (#599 ) Motivation is that these don't get lost in the Twitterverse!	2 years ago
Rukmal Weerawarana	0f544a8811	Fix minor error in LLM documentation (#602 )	2 years ago
Ikko Eltociear Ashimine	60dfe58325	Fix typo in vector_db_qa.ipynb (#597 ) paramter -> parameter	2 years ago
Harrison Chase	950a81399a	bump version to 61 (#596 )	2 years ago
Harrison Chase	d574bf0a27	add documentation on how to load different chain types (#595 )	2 years ago
Harrison Chase	956416c150	Harrison/update links1 (#594 ) update links to be relative Co-authored-by: Marc Green <marcgreen@users.noreply.github.com>	2 years ago
Harrison Chase	8ab09c18a1	Return source documents option in VectorDBQA (#585 ) (#592 ) Co-authored-by: lesscomfortable <pancho_ingham@hotmail.com> Co-authored-by: Francisco Ingham <fpingham@gmail.com> Co-authored-by: lesscomfortable <pancho_ingham@hotmail.com>	2 years ago
Harrison Chase	7b6e7f6e12	bump to version 60 (#583 )	2 years ago
Harrison Chase	f74ce7a104	Harrison/combine memories (#582 ) Signed-off-by: Diwank Singh Tomer <diwank.singh@gmail.com> Co-authored-by: Diwank Singh Tomer <diwank.singh@gmail.com>	2 years ago
Harrison Chase	ffc7e04d44	Harrison/wolfram alpha (#579 ) Co-authored-by: Nicolas <nicolascamara29@gmail.com>	2 years ago
Harrison Chase	94765e7487	more gallery (#577 )	2 years ago
Harrison Chase	50a49eff15	gallery updates (#573 )	2 years ago
Harrison Chase	6966863d7d	Harrison/deployments (#572 )	2 years ago
Harrison Chase	7de5139750	add example selector docs (#564 )	2 years ago
Harrison Chase	b06a2a6191	improve documentation on how to pass in custom prompts (#561 )	2 years ago
Harrison Chase	1192cc0767	smart text splitter (#530 ) smart text splitter that iteratively tries different separators until it works!	2 years ago
Harrison Chase	8dfad874a2	map rerank chain (#516 ) add a chain that applies a prompt to all inputs and then returns not only an answer but scores it add examples for question answering and question answering with sources	2 years ago
Nicolas	948eee9fe1	Docs: side menu to match the order (llms) (#557 ) Small quick fix: Suggest making the order of the menu the same as it is written on the page (Getting Started -> Key Concepts). Before the menu order was not the same as it was on the page. Not sure if this is the only place the menu is affected. Mismatch is found here: https://langchain.readthedocs.io/en/latest/modules/llms.html	2 years ago
Harrison Chase	823a44ef80	bump to 0058 (#556 )	2 years ago
Harrison Chase	74932f2516	RFC: conversational agent (#464 ) Co-authored-by: Bruno Bornsztein <bruno.bornsztein@gmail.com>	2 years ago
Harrison Chase	e64ed7b975	Harrison/tools priority (#554 ) Co-authored-by: Yong723 <50616781+Yongtae723@users.noreply.github.com>	2 years ago
Harrison Chase	4974f49bb7	add return_direct flag to tool (#537 ) adds a return_direct flag to tools, which just returns the tool output as the final output	2 years ago
Harrison Chase	9753bccc71	Feature: linkcheck-action (#534 ) (#542 ) - Add support for local build and linkchecking of docs - Add GitHub Action to automatically check links before prior to publication - Minor reformat of Contributing readme - Fix existing broken links Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com> Co-authored-by: Hunter Gerlach <HunterGerlach@users.noreply.github.com> Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com>	2 years ago
Harrison Chase	73f7ebd9d1	Harrison/sqlalchemy cache store (#536 ) Co-authored-by: Jason Gill <jasongill@gmail.com>	2 years ago
Rubens Mau	020e73017b	Updated embeddings.ipynb (#531 ) updated embeddings.ipynb	2 years ago
Ikko Eltociear Ashimine	ca9aaac36e	Fix typo in key_concepts.md (#535 ) therefor -> therefore	2 years ago
Harrison Chase	9e04c34e20	Add BaseCallbackHandler and CallbackManager (#478 ) Co-authored-by: Ankush Gola <9536492+agola11@users.noreply.github.com>	2 years ago
Nuno Campos	6d78be0c83	Add link to gihub repo in header of new docs (#524 )	2 years ago
Harrison Chase	0db05b6725	Harrison/add human prefix (#520 ) Co-authored-by: Andrew Huang <jhuang16888@gmail.com>	2 years ago
Harrison Chase	03f185bcd5	more robust handling for max iterations (#514 ) add a `generate` method which makes one final forward pass through the llm	2 years ago
Harrison Chase	40326c698c	unify argument name (#513 ) unify names in map reduce and refine chains to just be return_intermediate_steps also unify the return key	2 years ago
lewtun	12108104c9	Add links to Hugging Face Hub docs (#518 ) This PR adds some tweaks to the Hugging Face docs, mostly with links to the Hub + relevant docs.	2 years ago
Harrison Chase	3efec55f93	update lobby link (#517 )	2 years ago
Hunter Gerlach	7253fada0d	Fix/broken getting started link (#511 ) I noticed (after publication) that the getting_started link on the main page was borked. This should fix it. Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com>	2 years ago
Harrison Chase	985496f4be	Docs refactor (#480 ) Big docs refactor! Motivation is to make it easier for people to find resources they are looking for. To accomplish this, there are now three main sections: - Getting Started: steps for getting started, walking through most core functionality - Modules: these are different modules of functionality that langchain provides. Each part here has a "getting started", "how to", "key concepts" and "reference" section (except in a few select cases where it didnt easily fit). - Use Cases: this is to separate use cases (like summarization, question answering, evaluation, etc) from the modules, and provide a different entry point to the code base. There is also a full reference section, as well as extra resources (glossary, gallery, etc) Co-authored-by: Shreya Rajpal <ShreyaR@users.noreply.github.com>	2 years ago
Harrison Chase	d95b39d37f	version 0.0.53 (#497 )	2 years ago
Harrison Chase	0072686aab	Harrison/new search engine (#477 ) Co-authored-by: Nicolas <nicolascamara29@gmail.com>	2 years ago
Shuchang Zhou	12aa43469f	Update prompt_management.ipynb (#484 )	2 years ago
Harrison Chase	d0f194de73	add logic for agent stopping (#420 )	2 years ago
Harrison Chase	2b84e5cda3	Harrison/fix memory and serp (#457 ) Co-authored-by: Bruno Bornsztein <bruno.bornsztein@gmail.com>	2 years ago
Harrison Chase	d98607408b	Harrison/v0050 (#452 )	2 years ago
Harrison Chase	55007e71be	add output key for memory (#443 ) this allows chains that return multiple values to use memory	2 years ago
Harrison Chase	5208bb8c36	make tools editable (#445 ) use dataclass instead of namedtuple, which makes it editable add example in notebook	2 years ago
Harrison Chase	90e8ccc898	Harrison/update links (#450 ) Co-authored-by: Sam Ching <samuelcwl@gmail.com> Co-authored-by: Ikko Ashimine <eltociear@gmail.com>	2 years ago
Harrison Chase	0c5d3fd894	version 0.0.49 (#436 )	2 years ago
Harrison Chase	b7566b5ec3	Harrison/return intermediate steps (#428 )	2 years ago
Harrison Chase	7fc4b4b3e1	Harrison/ver 0048 (#429 )	2 years ago
Harrison Chase	b50a56830d	Harrison/evaluation notebook (#426 )	2 years ago
Harrison Chase	97f4000d3a	fix react docstore (#427 )	2 years ago
Ikko Ashimine	9ae1d75318	Update integrations.md (#424 ) HuggingFace -> Hugging Face	2 years ago
Harrison Chase	0d7aa1ee99	Harrison/docs to index (#419 ) Add method for going directly from documents to VectorStores Update notebook to showcase this functionality	2 years ago
Harrison Chase	48ae981d69	Harrison/multi input tools (#421 ) add documentation on how to use tools that require multiple inputs	2 years ago
Andrew Wang	4416dc9d5d	Update prompt_serialization.ipynb (#417 ) Fix typo. Originally "support methods are..." Now "support methods that are.."	2 years ago
Harrison Chase	20959d8c36	check memory variables (#411 ) can have multiple input keys, if some come from memory	2 years ago
altryne	f990395211	Readme typos (#409 ) I was honored by the twitter mention, so used PyCharm to try and... help docs even a little bit. Mostly typo-s and correct spellings. PyCharm really complains about "really good" being used all the time and recommended alternative wordings haha	2 years ago
Dheeraj Agrawal	ea3da9a469	Fix documentation error langchain explanation of combine_docs.md (#404 ) This PR is regarding the issue here - https://github.com/hwchase17/langchain/issues/403	2 years ago
Harrison Chase	77e1743341	update example (#402 )	2 years ago
Samantha Whitmore	6bc8ae63ef	Add Redis cache implementation (#397 ) I'm using a hash function for the key just to make sure its length doesn't get out of hand, otherwise the implementation is quite similar.	2 years ago
Harrison Chase	ff03242fa0	Harrison/ver 044 (#400 )	2 years ago
Harrison Chase	6b60c509ac	(WIP) add HyDE (#393 ) Co-authored-by: cameronccohen <cameron.c.cohen@gmail.com> Co-authored-by: Cameron Cohen <cameron.cohen@quantco.com>	2 years ago
Keiji Kanazawa	543db9c2df	Add Azure OpenAI LLM (#395 ) Hi! This PR adds support for the Azure OpenAI service to LangChain. I've tried to follow the contributing guidelines. Co-authored-by: Keiji Kanazawa <{ID}+{username}@users.noreply.github.com>	2 years ago
Harrison Chase	c104d507bf	Harrison/improve data augmented generation docs (#390 ) Co-authored-by: cameronccohen <cameron.c.cohen@gmail.com> Co-authored-by: Cameron Cohen <cameron.cohen@quantco.com>	2 years ago
Harrison Chase	ad4414b59f	update docs (#389 )	2 years ago
Harrison Chase	c8b4b54479	bump version to 0.0.42 (#388 )	2 years ago
Harrison Chase	47ba34c83a	split up and improve agent docs (#387 )	2 years ago
Abi Raja	467aa0cee0	Fix typo in docs (#386 )	2 years ago
Harrison Chase	6be5747466	RFC: add cache override to LLM class (#379 )	2 years ago
Harrison Chase	46c428234f	MMR example selector (#377 ) implement max marginal relevance example selector	2 years ago
Harrison Chase	ffed5e0056	Harrison/jinja formatter (#385 ) Co-authored-by: Benjamin <BenderV@users.noreply.github.com>	2 years ago
Harrison Chase	a01d3e6955	fix agent memory docs (#382 )	2 years ago
Harrison Chase	cf98f219f9	Harrison/tools exp (#372 )	2 years ago
Harrison Chase	2eef76ed3f	fix documentation (#365 )	2 years ago
Benjamin	85c1bd2cd0	add sqlalchemy generic cache (#361 ) Created a generic SQLAlchemyCache class to plug any database supported by SQAlchemy. (I am using Postgres). I also based the class SQLiteCache class on this class SQLAlchemyCache. As a side note, I'm questioning the need for two distinct class LLMCache, FullLLMCache. Shouldn't we merge both ?	2 years ago
Harrison Chase	809a9f485f	Harrison/new version (#362 )	2 years ago
Harrison Chase	2dd895d98c	add openai tokenizer (#355 )	2 years ago
Harrison Chase	c1b50b7b13	Harrison/map reduce merge (#344 ) Co-authored-by: John Nay <JohnNay@users.noreply.github.com>	2 years ago
Harrison Chase	78b31e5966	Harrison/cache (#343 )	2 years ago
Harrison Chase	5161ae7e08	add new example (#345 )	2 years ago
Harrison Chase	e26b6f9c89	fix batching (#339 )	2 years ago
Harrison Chase	996b5a3dfb	Harrison/llm final stuff (#332 )	2 years ago
Ankush Gola	8fdcdf4c2f	add .idea files to gitignore, add zsh note to installation docs (#329 )	2 years ago
Harrison Chase	e02d6b2288	beta: logger (#307 )	2 years ago
Harrison Chase	36b4c58acf	expose more stuff (#306 )	2 years ago
Hunter Gerlach	9ee6115deb	Minor grammar fixes for memory docs to improve readability (#303 ) Nothing of substance was changed. I simply corrected a few minor errors that could slow down the reader. Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com>	2 years ago
Harrison Chase	9d08384d5f	Harrison/bump version (#300 )	2 years ago
Harrison Chase	853894dd47	add moderation chain (#299 )	2 years ago
andersenchen	5267ebce2d	Add LLMCheckerChain (#281 ) Implementation of https://github.com/jagilley/fact-checker. Works pretty well. <img width="993" alt="Screenshot 2022-12-07 at 4 41 47 PM" src="https://user-images.githubusercontent.com/101075607/206302751-356a19ff-d000-4798-9aee-9c38b7f532b9.png"> Verifying this manually: 1. "Only two kinds of egg-laying mammals are left on the planet today—the duck-billed platypus and the echidna, or spiny anteater." https://www.scientificamerican.com/article/extreme-monotremes/ 2. "An [Echidna] egg weighs 1.5 to 2 grams (0.05 to 0.07 oz)[[19]](https://en.wikipedia.org/wiki/Echidna#cite_note-19) and is about 1.4 centimetres (0.55 in) long." https://en.wikipedia.org/wiki/Echidna#:~:text=sleep%20is%20suppressed.-,Reproduction,a%20reptile%2Dlike%20egg%20tooth. 3. "A [platypus] lays one to three (usually two) small, leathery eggs (similar to those of reptiles), about 11 mm (7⁄16 in) in diameter and slightly rounder than bird eggs." https://en.wikipedia.org/wiki/Platypus#:~:text=It%20lays%20one%20to%20three,slightly%20rounder%20than%20bird%20eggs. 4. Therefore, an Echidna is the mammal that lays the biggest eggs. cc @hwchase17	2 years ago
Harrison Chase	43c9bd869f	add memprompt docs (#294 )	2 years ago
Ben	0f399350f1	Fix typo in Getting Started / LLM Chains docs (#291 ) I noticed this typo when reading the getting started guide, hope this fix makes sense.	2 years ago
Samantha Whitmore	b10be842f6	ChatGPT Clone: adding ConversationBufferWindowMemory to replicate vir… (#288 ) …tual env example	2 years ago
Harrison Chase	e2e501aa06	Harrison/version 0032 (#283 )	2 years ago
Harrison Chase	e9b1c8cdfa	Harrison/base combine doc chain (#264 )	2 years ago
Harrison Chase	c27a6fa8a4	update docs (#278 )	2 years ago
Harrison Chase	834b391792	update notebooks (#275 )	2 years ago
coyotespike	b7bef36ee1	BashChain (#260 ) Love the project, a ton of fun! I think the PR is pretty self-explanatory, happy to make any changes! I am working on using it in an `LLMBashChain` and may update as that progresses. Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	2 years ago
Harrison Chase	28be37f470	LLMRequestsChain (#267 )	2 years ago
Harrison Chase	5cd6956d58	Harrison/version 0028 (#259 )	2 years ago
Harrison Chase	b5d8434a50	Harrison/improve chain docs (#251 )	2 years ago
Scott Leibrand	b4762dfff0	Refine Olivia Wilde's boyfriend example prompt to work better (#248 ) With the original prompt, the chain keeps trying to jump straight to doing math directly, without first looking up ages. With this two-part question, it behaves more as intended: > Entering new ZeroShotAgent chain... How old is Olivia Wilde's boyfriend? What is that number raised to the 0.23 power? Thought: I need to find out how old Olivia Wilde's boyfriend is, and then use a calculator to calculate the power. Action: Search Action Input: Olivia Wilde's boyfriend age Observation: While Wilde, 37, and Styles, 27, have both kept a low profile when it comes to talking about their relationship, Wilde did address their ... Thought: Olivia Wilde's boyfriend is 27 years old. Action: Calculator Action Input: 27^0.23 > Entering new LLMMathChain chain... 27^0.23 ```python import math print(math.pow(27, 0.23)) ``` Answer: 2.1340945944237553 > Finished LLMMathChain chain. Observation: Answer: 2.1340945944237553 Thought: I now know the final answer. Final Answer: 2.1340945944237553 > Finished ZeroShotAgent chain.	2 years ago
Harrison Chase	024c3e1dbe	add react text world doc (#245 )	2 years ago
Harrison Chase	347fc49d4d	Harrison/combine documents chain (#212 ) combine documents chain powering vector db qa with sources chain	2 years ago
Harrison Chase	3bda0019ae	Harrison/list of examples (#218 )	2 years ago
Harrison Chase	ca2394028f	move search to not be a chain (#226 )	2 years ago
Harrison Chase	b19a73be26	pal chain touch ups (#225 ) expose PAL in main entrypoint	2 years ago
Harrison Chase	1b9b8efbc9	pal chain (#207 ) from https://arxiv.org/pdf/2211.10435.pdf	2 years ago
Harrison Chase	03c7140228	fix self ask template (#216 )	2 years ago
Harrison Chase	d4e6b7a692	Harrison/update docs mem (#201 )	2 years ago
Harrison Chase	05c5d0b8ee	add custom prompt notebooks (#198 )	2 years ago
Harrison Chase	fcb9b2ffe5	Harrison/agent memory (#197 ) add doc for agent with memory	2 years ago
Harrison Chase	6eab5254e5	add docs for custom agents (#196 )	2 years ago
Harrison Chase	08deed9002	Harrison/memory docs (#195 ) update memory docs and change variables	2 years ago
Harrison Chase	f18a08f58d	add memory to llm chain notebook (#193 )	2 years ago
Harrison Chase	c3ad99a34f	Harrison/more memory docs (#192 )	2 years ago
Harrison Chase	b0feb3608b	documentation (#191 )	2 years ago
Samantha Whitmore	a408ed3ea3	Samantha/add conversation chain (#166 ) Add MemoryChain and ConversationChain as chains that take a docstore in addition to the prompt, and use the docstore to stuff context into the prompt. This can be used to have an ongoing conversation with a chatbot. Probably needs a bit of refactoring for code quality Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>	2 years ago
Samantha Whitmore	09f301cd38	Add add_example method to all ExampleSelector classes, with tests (#178 ) Also updated docs, and noticed an issue with the add_texts method on VectorStores that I had missed before -- the metadatas arg should be required to match the classmethod which initializes the VectorStores (the add_example methods break otherwise in the ExampleSelectors)	2 years ago
Harrison Chase	780ef84cf0	use action verb in documentation (#175 )	2 years ago
Harrison Chase	5d887970f6	change to agent (#173 )	2 years ago
Harrison Chase	d3a7429f61	(WIP) agents (#171 )	2 years ago
Harrison Chase	4a4dfbfbed	Harrison/sequential chains (#168 ) add support for basic sequential chains	2 years ago
Jim Salmons	e9baf9c134	Update llm.md (#164 ) Without the print on the `llm` call, the new user sees no visible effect when just getting started. The assumption here is the new user is running this in a new sandbox script file or repl via copy-paste.	2 years ago
Harrison Chase	e49fc51492	Harrison/update docs (#162 ) minor update to docs re imports	2 years ago
Harrison Chase	243211a5ae	bump version to 0017 (#161 )	2 years ago
Harrison Chase	a19ad935b3	Harrison/verbose prompt (#159 ) Add printing of prompt to LLMChain	2 years ago
Harrison Chase	c02eb199b6	add few shot example (#148 )	2 years ago
Harrison Chase	b15c84e19d	Harrison/chain lab (#156 )	2 years ago
Harrison Chase	b1b6b27c5f	Harrison/redo docs (#130 ) Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>	2 years ago
Harrison Chase	5e76c12455	Harrison/fix docs (#115 )	2 years ago
Harrison Chase	a7d14cad00	add link to socratic models (#69 )	2 years ago
Harrison Chase	618611f4dd	update glossary (#63 )	2 years ago
Harrison Chase	8f907161e3	Harrison/initial glossary (#61 )	2 years ago
Harrison Chase	76aff023d7	FAISS and embedding support (#48 ) also adds embeddings and an in memory docstore	2 years ago
Harrison Chase	5621ca7b07	Harrison/more documentation (#19 )	2 years ago
Harrison Chase	18aeb72012	initial commit	2 years ago

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