Commit Graph

973 Commits (753f4cfc26c04debfa02bb086a441d86877884c1)

Author SHA1 Message Date
Harrison Chase 36c10f8a52
nits (#3203) 1 year ago
Daniel Chalef 27cdf8d675
supabase vectorstore - first cut (#3100)
First cut of a supabase vectorstore loosely patterned on the langchainjs
equivalent. Doesn't support async operations which is a limitation of
the supabase python client.

---------

Co-authored-by: Daniel Chalef <daniel.chalef@private.org>
1 year ago
Harrison Chase 96809b5794
Harrison/discord loader (#3200)
Co-authored-by: Rajtilak Bhattacharjee <rajtilak.blog@gmail.com>
1 year ago
Zander Chase c757c3cde4
Add HuggingFace Examples (#3187)
Add a Pipeline example and add other models in th ehub notebook

To close issue
[#3077](https://github.com/hwchase17/langchain/issues/3099)
1 year ago
Donald "Max" Ziff 6adf2d1c39
first draft (#2690)
There is a long way to go on this!

---------

Co-authored-by: Max Ziff <max.ziff@concur.com>
1 year ago
Harrison Chase 68cd37175e
Harrison/arxiv tool (#3186)
Co-authored-by: leo-gan <leo.gan.57@gmail.com>
1 year ago
Pranabendra Prasad Chandra 7b1f0656b8
Fix typo in ElasticSearch sample notebook (#3171)
Added missing parenthesis in example notebook
[elasticsearch.ipynb](https://github.com/hwchase17/langchain/blob/master/docs/modules/indexes/vectorstores/examples/elasticsearch.ipynb)
1 year ago
Zander Chase 74342ab209
Update the marathon notebook (#3183)
There were some steps that didn't make sense. Update now. This time it
produced a nice markdown formatted table too
1 year ago
leo-gan a78f55b851
Additional resources - `YouTube` (#3180)
Added links to the YouTube tutorials and videos in the `youtube.md`. 
Added link to the ^ in `index.rst`.
1 year ago
det-sys 26c8cd1ea2
Update gallery.rst (#3176)
Add https://anysummary.app to the gallery
1 year ago
Happydog 5e66d05928
Fix: typo in custom_mrkl_agents.ipynb document (#3159)
I have noticed a typo error in the `custom_mrkl_agents.ipynb` document
while trying the example from the documentation page. As a result, I
have opened a pull request (PR) to address this minor issue, even though
it may seem insignificant 😂.
1 year ago
Harrison Chase 99b1983461 add example 1 year ago
Zander Chase 89c63cf8a6
Add Marathon Notebook (#3163)
Add an example using autogpt to get the boston marathon winning times

Add a web browser + summarization tool in the notebook
1 year ago
Quentin Pleplé 126d7f11dd
Fix notebook example (#3142)
The following calls were throwing an exception:


575b717d10/docs/use_cases/evaluation/agent_vectordb_sota_pg.ipynb?short_path=4b3386c#L192


575b717d10/docs/use_cases/evaluation/agent_vectordb_sota_pg.ipynb?short_path=4b3386c#L239

Exception:

```
---------------------------------------------------------------------------
ValidationError                           Traceback (most recent call last)
Cell In[14], line 1
----> 1 chain_sota = RetrievalQA.from_chain_type(llm=OpenAI(temperature=0), chain_type="stuff", retriever=vectorstore_sota, input_key="question")

File ~/github/langchain/venv/lib/python3.9/site-packages/langchain/chains/retrieval_qa/base.py:89, in BaseRetrievalQA.from_chain_type(cls, llm, chain_type, chain_type_kwargs, **kwargs)
     85 _chain_type_kwargs = chain_type_kwargs or {}
     86 combine_documents_chain = load_qa_chain(
     87     llm, chain_type=chain_type, **_chain_type_kwargs
     88 )
---> 89 return cls(combine_documents_chain=combine_documents_chain, **kwargs)

File ~/github/langchain/venv/lib/python3.9/site-packages/pydantic/main.py:341, in pydantic.main.BaseModel.__init__()

ValidationError: 1 validation error for RetrievalQA
retriever
  instance of BaseRetriever expected (type=type_error.arbitrary_type; expected_arbitrary_type=BaseRetriever)
```

The vectorstores had to be converted to retrievers:
`vectorstore_sota.as_retriever()` and `vectorstore_pg.as_retriever()`.

The PR also:
- adds the file `paul_graham_essay.txt` referenced by this notebook
- adds to gitignore *.pkl and *.bin files that are generated by this
notebook

Interestingly enough, the performance of the prediction greatly
increased (new version of langchain or ne version of OpenAI models since
the last run of the notebook): from 19/33 correct to 28/33 correct!
1 year ago
Jakub Kukul 599e17cea8
Working example for Anthropic (#3151)
would be great if the provided example worked out of the box 😄
1 year ago
Harrison Chase b7dc04c086 fix links 1 year ago
Zander Chase 8a050ba4bf
Notebook Nit (#3125)
The required arg is `question` not `query`
1 year ago
Harrison Chase 364257d967
agent docs fixes (#3128) 1 year ago
Zander Chase f329196cf4
Agents 4 18 (#3122)
Creating an experimental agents folder, containing BabyAGI, AutoGPT, and
later, other examples

---------

Co-authored-by: Rahul Behal <rahulbehal01@hotmail.com>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
1 year ago
Zander Chase 90ef705ced
Update Tool Input (#3103)
- Remove dynamic model creation in the `args()` property. _Only infer
for the decorator (and add an argument to NOT infer if someone wishes to
only pass as a string)_
- Update the validation example to make it less likely to be
misinterpreted as a "safe" way to run a repl


There is one example of "Multi-argument tools" in the custom_tools.ipynb
from yesterday, but we could add more. The output parsing for the base
MRKL agent hasn't been adapted to handle structured args at this point
in time

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
1 year ago
Harrison Chase aad0a498ac
Harrison/output error (#3094)
Co-authored-by: yummydum <sumita@nowcast.co.jp>
1 year ago
Harrison Chase 1c1b77bbfe
Harrison/discord (#3092)
Co-authored-by: Rajtilak Bhattacharjee <rajtilak.blog@gmail.com>
1 year ago
engkheng fe68051d34
Fix typo in `docs/reference.rst` (#3081)
fix typo
1 year ago
TysBradford 7dae39b57d
slightly clearer docs (#3088)
Took me a second to realise the examples required to manually print the
output of the conversation predict. This might make it clearer for
others
1 year ago
James O'Dwyer 0257829776
Bump Metal to use index_id (#3089)
## Use `index_id` over `app_id`
We made a major update to index + retrieve based on Metal Indexes
(instead of apps). With this change, we accept an index instead of an
app in each of our respective core apis. [More details
here](https://docs.getmetal.io/api-reference/core/indexing).
1 year ago
Hamza Kyamanywa 064a1db2b2
[Documentation] Show how to initiate pinecone from an existing index (#3070)
## What is this PR for:
* This PR adds a commented line of code in the documentation that shows
how someone can use the Pinecone client with an already existing
Pinecone index
* The documentation currently only shows how to create a pinecone index
from langchain documents but not how to load one that already exists
1 year ago
Harrison Chase 894c272a56 tool validation logic 1 year ago
Harrison Chase 1920536d99
Harrison/obsidian (#3060)
Co-authored-by: Ben Hofferber <hofferber.ben@gmail.com>
1 year ago
Zander Chase 93c0514105
Add Twitter Tweet Loader (#3050)
Reformatted version of #3022

---------

Co-authored-by: LiaoKong <568250549@qq.com>
1 year ago
Harrison Chase db968284f8
tools refactor (#2961)
Co-authored-by: vowelparrot <130414180+vowelparrot@users.noreply.github.com>
1 year ago
Sebastian 7a8c935b90
Edited for better readability (#3059)
It looks like some dropdown functionality was intended, but it caused
the markdown code to glitch which hurt readability.
1 year ago
Harrison Chase b140d366e3
Harrison/jira (#3055)
Co-authored-by: William Li <32046231+zywilliamli@users.noreply.github.com>
Co-authored-by: William Li <twelvehertz@Williams-MacBook-Air.local>
1 year ago
leo-gan c33883a40e
fixed the Cohere example title (#3053)
- fixed the Cohere example title (bug in #3041, sorry for it)
- fixed the runhouse.ipynb file name inconsistency
1 year ago
Harrison Chase 5107fac656
Harrison/rec gd (#3054)
Co-authored-by: Benjamin Scholtz <BenSchZA@users.noreply.github.com>
1 year ago
Harrison Chase eee2f23a79
Harrison/qa eg (#3052)
Co-authored-by: Sukhpal Saini <bdcorps@users.noreply.github.com>
1 year ago
Harrison Chase db7106cb79
Harrison/image caption loader (#3051)
Co-authored-by: Sean Saito <saitosean@ymail.com>
1 year ago
leo-gan 5420a0e404
updated langchain/docs/modules/models/llms/integrations/ notebooks (#3041)
- Updated `langchain/docs/modules/models/llms/integrations/` notebooks:
added links to the original sites, the install information, etc.
- Added the `nlpcloud` notebook.
- Removed "Example" from Titles of some notebooks, so all notebook
titles are consistent.
1 year ago
Azam Iftikhar 471ef84835
Examples fixed (#3042)
### https://github.com/hwchase17/langchain/issues/2997

Replaced `conversation.memory.store` to
`conversation.memory.entity_store.store`
As conversation.memory.store doesn't exist  and re-ran  the whole file.
1 year ago
Harrison Chase afd3e70ae5
Harrison/confluent loader (#2994)
Co-authored-by: Justin Flick <Justinjayflick@gmail.com>
1 year ago
vowelparrot 2356447323
Update Characters notebook (#3019)
- Most important - fixes the relevance_fn name in the notebook to align
with the docs

- Updates comments for the summary:
<img width="787" alt="image"
src="https://user-images.githubusercontent.com/130414180/232520616-2a99e8c3-a821-40c2-a0d5-3f3ea196c9bb.png">

- The new conversation is a bit better, still unfortunate they try to
schedule a followup.
- Rm the max dialogue turns argument to the conversation function
1 year ago
Harrison Chase f1d15b4a75 update nb 1 year ago
Harrison Chase e54f1b69ca add notebook 1 year ago
vowelparrot 99c0382209
Generative Characters (#2859)
Add a time-weighted memory retriever and a notebook that approximates a
Generative Agent from https://arxiv.org/pdf/2304.03442.pdf


The "daily plan" components are removed for now since they are less
useful without a virtual world, but the memory is an interesting
component to build off.

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
1 year ago
Jan Backes a9310a3e8b
Add Annoy as VectorStore (#2939)
Adds Annoy (https://github.com/spotify/annoy) as vector Store. 

RESOLVES hwchase17/langchain#2842

discord ref:
https://discord.com/channels/1038097195422978059/1051632794427723827/1096089994168377354

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
Co-authored-by: vowelparrot <130414180+vowelparrot@users.noreply.github.com>
1 year ago
Harrison Chase e12e00df12
use output parsers in agents (#2987) 1 year ago
Mauricio Scheffer 7302787a7b
Fix docs for parse_with_prompt (#2986) 1 year ago
Azam Iftikhar 1e655d5ffd
Fixed Regular expression (#2933)
###  https://github.com/hwchase17/langchain/issues/2898
Instead of `"Action" and "Action Input"` keywords, we are getting
`"Action 1" and "Action 1 Input" or "Action Input 1" ` from
**gpt-3.5-turbo**

 Updated the Regular expression to handle all these cases
 
Attaching the screenshot of the result from the updated Regular
expression.
 
<img width="1036" alt="Screenshot 2023-04-16 at 1 39 00 AM"
src="https://user-images.githubusercontent.com/55012400/232251184-23ca6cc2-7229-411a-b6e1-53b2f5ec18a5.png">
1 year ago
Harrison Chase 88d3ce12b8
Harrison/diffbot (#2984)
Co-authored-by: Manuel Saelices <msaelices@gmail.com>
1 year ago
vowelparrot 5ca7ce77cd
Remove pythonrepl from LLM-MathChain (#2943)
Use numexpr evaluate instead of the python REPL to avoid malicious code
injection.

Tested against the (limited) math dataset and got the same score as
before.

For more permissive tools (like the REPL tool itself), other approaches
ought to be provided (some combination of Sanitizer + Restricted python
+ unprivileged-docker + ...), but for a calculator tool, only
mathematical expressions should be permitted.

See https://github.com/hwchase17/langchain/issues/814
1 year ago
Chetanya Rastogi aead062a70
Add an example tutorial for using PDFMinerPDFasHTMLLoader (#2960)
Last week I added the `PDFMinerPDFasHTMLLoader`. I am adding some
example code in the notebook to serve as a tutorial for how that loader
can be used to create snippets of a pdf that are structured within
sections. All the other loaders only provide the `Document` objects
segmented by pages but that's pretty loose given the amount of other
metadata that can be extracted.

With the new loader, one can leverage font-size of the text to decide
when a new sections starts and can segment the text more semantically as
shown in the tutorial notebook. The cell shows that we are able to find
the content of entire section under **Related Work** for the example pdf
which is spread across 2 pages and hence is stored as two separate
documents by other loaders
1 year ago
Nahin Khan 9a03f00e6c
Fix typos (#2977) 1 year ago
Harrison Chase 274b25c010
SVM retriever (#2947) (#2949)
Add SVM retriever class, based on
https://github.com/karpathy/randomfun/blob/master/knn_vs_svm.ipynb.

Testing still WIP, but the logic is correct (I have a local
implementation outside of Langchain working).

---------

Co-authored-by: Lance Martin <122662504+PineappleExpress808@users.noreply.github.com>
Co-authored-by: rlm <31treehaus@31s-MacBook-Pro.local>
1 year ago
Davit Buniatyan b3a5b51728
[minor] Deep Lake auth improvements in docs, kwargs pass, faster tests (#2927)
Minor cosmetic changes 
- Activeloop environment cred authentication in notebooks with
`getpass.getpass` (instead of CLI which not always works)
- much faster tests with Deep Lake pytest mode on 
- Deep Lake kwargs pass

Notes
- I put pytest environment creds inside `vectorstores/conftest.py`, but
feel free to suggest a better location. For context, if I put in
`test_deeplake.py`, `ruff` doesn't let me to set them before import
deeplake

---------

Co-authored-by: Davit Buniatyan <d@activeloop.ai>
1 year ago
Harrison Chase c4ae8c1d24
bump ver to 140 (#2895) 1 year ago
Nahin Khan ad3973a3b8
Fix typo (#2942) 1 year ago
Harrison Chase cf2789d86d
delete antropic chat notebook (#2945) 1 year ago
Hai Nguyen Mau 0aa828b1dc
typo fix (#2937)
missing w in link
1 year ago
Ankush Gola ec59e9d886
Fix ChatAnthropic stop_sequences error (#2919) (#2920)
Note to self: Always run integration tests, even on "that last minute
change you thought would be safe" :)

---------

Co-authored-by: Mike Lambert <mike.lambert@anthropic.com>
1 year ago
Akash NP 13a0ed064b
add encoding to avoid UnicodeDecodeError (#2908)
**About**
Specify encoding to avoid UnicodeDecodeError when reading .txt for users
who are following the tutorial.

**Reference**
```
    return codecs.charmap_decode(input,self.errors,decoding_table)[0]
UnicodeDecodeError: 'charmap' codec can't decode byte 0x9d in position 1205: character maps to <undefined>
```

**Environment**
OS: Win 11
Python: 3.8
1 year ago
Boris Feld 7ee87eb0c8
Comet callback updates (#2889)
I'm working with @DN6 and I made some small fixes and
improvements after playing with the integration.
1 year ago
Kwuang Tang a508afa91c
Add file filter param to Git loader (#2904)
Allows users to specify what files should be loaded instead of
indiscriminately loading the entire repo.

extends #2851 

NOTE: for reviewers, `hide whitespace` option recommended since I
changed the indentation of an if-block to use `continue` instead so it
looks less like a Christmas tree :)
1 year ago
Ismail Pelaseyed 7e525a3b91
Add link to repo for deploying LangChain to Digitalocean App Platform (#2894)
This PR adds a link to a minimal example of deploying `LangChain` to
`Digitalocean App Platform`.
1 year ago
Harrison Chase 8fef69296d
nits (#2873) 1 year ago
Harrison Chase 0a38bbc750
updates to vectorstore memory (#2875) 1 year ago
Ikko Eltociear Ashimine 203c0eb2ae
docs: update getting_started.ipynb (#2883)
HuggingFace -> Hugging Face
1 year ago
ecneladis 1a44b71ddf
Fix Baby AGI notebooks (#2882)
- fix broken notebook cell in
ae485b623d
- Python Black formatting
1 year ago
Nicolas 3c7204d604
docs: Quick fix to Mendable Search (#2876)
Fixed a small issue on the icon UI when using in Safari.
1 year ago
Harrison Chase 07d7096de6
Harrison/playwright (#2871)
Co-authored-by: Manuel Saelices <msaelices@gmail.com>
1 year ago
ecneladis 74abeb8c53
Update output in Git notebook (#2868)
Supplemental to https://github.com/hwchase17/langchain/pull/2851.
Updates one notebook cell that I forgot to commit before.
1 year ago
Nicolas 0226b375d9
docs: Mendable Search integration (#2803)
Mendable Seach Integration is Finally here!

Hey yall, 

After various requests for Mendable in Python docs, we decided to get
our hands dirty and try to implement it.
Here is a version where we implement our **floating button** that sits
on the bottom right of the screen that once triggered (via press or CMD
K) will work the same as the js langchain docs.

Super excited about this and hopefully the community will be too.
@hwchase17 will send you the admin details via dm etc. The anon_key is
fine to be public.

Let me know if you need any further customization. I added the langchain
logo to it.
1 year ago
ecneladis 016738e676
Add GitLoader (#2851) 1 year ago
vowelparrot bf0887c486
Add Slack Directory Loader (#2841)
Fixes linting issue from #2835 

Adds a loader for Slack Exports which can be a very valuable source of
knowledge to use for internal QA bots and other use cases.

```py
# Export data from your Slack Workspace first.
from langchain.document_loaders import SLackDirectoryLoader

SLACK_WORKSPACE_URL = "https://awesome.slack.com"

loader = ("Slack_Exports", SLACK_WORKSPACE_URL)
docs = loader.load()
```
1 year ago
Benjamin Tan Wei Hao c26a259ba6
Fix tiny typo (#2863) 1 year ago
Jon Luo f3180f05f9
Update sql chain notebook to clarify use of SQLAlchemy for connections (#2850)
Have seen questions about whether or not the `SQLDatabaseChain` supports
more than just sqlite, which was unclear in the docs, so tried to
clarify that and how to connect to other dialects.
1 year ago
leo-gan ecc1a0c051
added code-analysis-deeplake.ipynb (#2844)
This notebook is heavily copied from the
`twitter-the-algorithm-analysis-deeplake.ipynb`
1 year ago
Tim Asp 70ffe470aa
Add easy print method to openai callback (#2848)
Found myself constantly copying the snippet outputting all the callback
tracking details. so adding a simple way to output the full context
1 year ago
vowelparrot 82d1d5f24e
Fix grammar in Vector Memory Docs (#2847) 1 year ago
Tim Asp 53dc157145
[Docs] minor fixes to loaders links and rst warnings (#2846)
The doc loaders index was picking up a bunch of subheadings because I
mistakenly made the MD titles H1s. Fixed that.

also the easy minor warnings from docs_build
1 year ago
Harrison Chase 1609950597
Harrison/retriever memory (#2804)
Co-authored-by: vowelparrot <130414180+vowelparrot@users.noreply.github.com>
1 year ago
Rounak Datta 7688bf9182
WhatsApp document loader - update regex (#2776)
I was testing out the WhatsApp Document loader, and noticed that
sometimes the date is of the following format (notice the additional
underscore):
```
3/24/23, 1:54_PM - +91 99999 99999 joined using this group's invite link
3/24/23, 6:29_PM - +91 99999 99999: When are we starting then?
```

Wierdly, the underscore is visible in Vim, but not on editors like
VSCode. I presume it is some unusual character/line terminator.
Nevertheless, I think handling this edge case will make the document
loader more robust.
1 year ago
vowelparrot 2db9b7a45d
Revert "Add Slack Directory Loader (#2835)" (#2839)
This reverts commit a6f767ae7a.

To fix the linting error.
1 year ago
Azam Iftikhar 2a89dc8c1c
Fixing factually incorrect example (#2810)
### https://github.com/hwchase17/langchain/issues/2802
It appears that Google's Flan model may not perform as well as other
models, I used a simple example to get factually correct answer.
1 year ago
vowelparrot a6f767ae7a
Add Slack Directory Loader (#2835)
Adds a loader for Slack Exports which can be a very valuable source of
    knowledge to use for internal QA bots and other use cases.

    ```py
    # Export data from your Slack Workspace first.
    from langchain.document_loaders import SLackDirectoryLoader

    SLACK_WORKSPACE_URL = "https://awesome.slack.com"

    loader = ("Slack_Exports", SLACK_WORKSPACE_URL)
    docs = loader.load()
```

---------

Co-authored-by: Mikhail Dubov <mikhail@chattermill.io>
1 year ago
Preetesh Jain 61858c5a08
Fix headings in docs (ClearML and Comet) (#2808)
This PR fixes the document structure in the
[Ecosystem](https://python.langchain.com/en/latest/ecosystem.html) page.
Also adds a fix for the heading on the
[Comet](https://python.langchain.com/en/latest/ecosystem/comet_tracking.html)
page for more consistency with other ecosystem tools.

## Screenshot

<img width="878" alt="image"
src="https://user-images.githubusercontent.com/6207830/231674921-9bf25376-cf14-4dba-be3c-08e0abda6154.png">

<img width="869" alt="image"
src="https://user-images.githubusercontent.com/6207830/231675105-d8e42df4-2d01-435b-9e09-3371522fd2ce.png">
1 year ago
Harrison Chase 9a96691803 cr 1 year ago
Harrison Chase 1bb0706955
Harrison/comet ml (#2799)
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Boris Feld <lothiraldan@gmail.com>
1 year ago
Harrison Chase b2bc5ef56a
agent refactor (#2801) 1 year ago
Harrison Chase e49f1e628c
Harrison/gpt cache (#2744)
Co-authored-by: SimFG <bang.fu@zilliz.com>
1 year ago
Harrison Chase 425c437cd3 cr 1 year ago
Harrison Chase a2d729e537 cr 1 year ago
Harrison Chase 7adbc4fbb4
agent memory (#2792) 1 year ago
wangml999 fa0c9390c2
Update custom_agent.ipynb (#2767)
Fixed an issue the agent is not taking the user's question as input.
1 year ago
Nuhman Pk 789cc314c5
Typo (#2747) 1 year ago
Harrison Chase b92a89e29f cr 1 year ago
vowelparrot 94a92abf24
Add Retrieval Example for AI Plugins (#2737)
This PR proposes
- An NLAToolkit method to instantiate from an AI Plugin URL
- A notebook that shows how to use that alongside an example of using a
Retriever object to lookup specs and route queries to them on the fly

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
1 year ago
Nuhman Pk b5bbe601fb
Update chatgpt_plugins.ipynb (#2745)
Changed deprecated requests to requests_all in plugins example
1 year ago
Harrison Chase b38a6ea7df
Harrison/apply llm flag (#2743)
Co-authored-by: Nick Gibb <gibbnick@gmail.com>
Co-authored-by: Nick Gibb <nick.gibb@bluedot.global>
1 year ago
Harrison Chase 507cee5ee5
Harrison/pinecone hybrid update (#2742)
Co-authored-by: acatav <39461369+acatav@users.noreply.github.com>
Co-authored-by: Amnon Catav <catav.amnon1@gmail.com>
1 year ago
vowelparrot 709f26b69e
Added bilibili loader (#2673) (#2724)
I've added a bilibili loader, bilibili is a very active video site in
China and I think we need this loader.

Example:
```python
from langchain.document_loaders.bilibili import BiliBiliLoader

loader = BiliBiliLoader(
       ["https://www.bilibili.com/video/BV1xt411o7Xu/",
       "https://www.bilibili.com/video/av330407025/"]
)
docs = loader.load()
```

Co-authored-by: 了空 <568250549@qq.com>
1 year ago
David Wu d42deff402
fixed typo (#2720)
changed "to" to "too" in the memory notebook
1 year ago
David Wu 263ce40844
added a missing word (typo) (#2719)
Changed from "You may often to" to "You may often have to" to fix the
sentence.
1 year ago
Harrison Chase 66786b0f0f cr 1 year ago
Harrison Chase 948b14b52a
agents docs and version bump (#2717) 1 year ago
Harrison Chase e0a13e9355
Harrison/postgres (#2691)
Co-authored-by: Ankit Jain <ankneo@users.noreply.github.com>
1 year ago
Guohao Li bb5118f4c9
Add notebook example for camel role playing (#2689)
This PR adds a LangChain implementation of CAMEL role-playing example:
https://github.com/lightaime/camel.

I am sorry that I am not that familiar with LangChain. So I only
implement it in a naive way. There may be a better way to implement it.
1 year ago
Harrison Chase d3f779d61d
baby agi agent (#2648)
Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com>
1 year ago
Naveen Tatikonda 4364d3316e
Add custom vector fields and text fields for OpenSearch (#2652)
**Description**
Add custom vector field name and text field name while indexing and
querying for OpenSearch

**Issues**
https://github.com/hwchase17/langchain/issues/2500

Signed-off-by: Naveen Tatikonda <navtat@amazon.com>
1 year ago
Nikita Zavgorodnii 1c979e320d
docs: update tokenizer notice in llms/getting_started (#2641)
A tiny update in docs which is spotted here:
https://github.com/hwchase17/langchain/issues/2439
1 year ago
Yasin Tatar 9d20fd5135
add: conda installation instructions (#2678)
Hi, 

just wanted to mention that I added `langchain` to
[conda-forge](https://github.com/conda-forge/langchain-feedstock), so
that it can be installed with `conda`/`mamba` etc.
This makes it available to some corporate users with custom
conda-servers and people who like to manage their python envs with
conda.
1 year ago
Harrison Chase ad3c5dd186
Harrison/databerry (#2688)
Co-authored-by: Georges Petrov <georgesm.petrov@gmail.com>
1 year ago
Filip Haltmayer b286d0e63f
Adding milvus/zilliz into docs (#2686)
Adding Milvus and Zilliz to integrations.md and creating an ecosystems
doc for Zilliz.

Signed-off-by: Filip Haltmayer <filip.haltmayer@zilliz.com>
1 year ago
Sean Sheng 90d5328eda
docs: Update deployments.md to include a BentoML example (#2661)
Add a new deployment example with BentoML, see more
https://github.com/ssheng/BentoChain.
1 year ago
Tommertom bd9f095ed2
Doc - Update google_search.ipynb - more explicit reference to places where to create API keys (#2670)
Took me a bit to find the proper places to get the API keys. The link
earlier provided to setup search is still good, but why not provide
direct link to the Google cloud tools that give you ability to create
keys?
1 year ago
Ankush Gola 8d3b059332
Add docs for callbacks (#2643)
Basically copy what's in the ts docs:
https://js.langchain.com/docs/production/callbacks


Discovered a bug wrt not awaiting callbacks in `LLMMathChain` so fixed
that
1 year ago
Dmitri Melikyan 1931d4495e
Update Graphsignal ecosystem page (#2662)
Added/updated information due to new automatic data recording feature.
1 year ago
Harrison Chase e63f9a846b
Harrison/docs agents (#2647) 1 year ago
Ankush Gola b82cbd1be0
Use `run` and `arun` in place of `combine_docs` and `acombine_docs` (#2635)
`combine_docs` does not go through the standard chain call path which
means that chain callbacks won't be triggered, meaning QA chains won't
be traced properly, this fixes that.

Also fix several errors in the chat_vector_db notebook
1 year ago
Chetanya Rastogi 50c511d75f
Add new loader to load pdf as html content (#2607)
Adds a new pdf loader using the existing dependency on PDFMiner. 

The new loader can be helpful for chunking texts semantically into
sections as the output html content can be parsed via `BeautifulSoup` to
get more structured and rich information about font size, page numbers,
pdf headers/footers, etc. which may not be available otherwise with
other pdf loaders
1 year ago
Ankush Gola 61f7bd7a3a
fix question answering nb (#2637)
Was throwing exception bc `VectorIndexWrapper` did not have
`similarity_search` -- changed to just use retriever
1 year ago
William FH 10ff1fda8e
Add Streaming for GPT4All (#2642)
- Adds  support for callback handlers in GPT4All models
- Updates notebook and docs
1 year ago
William FH e56673c7f9
BabyAGI Notebook Example (#2559)
Create a notebook implementing
[BabyAGI](https://github.com/yoheinakajima/babyagi/tree/main) by [Yohei
Nakajima](https://twitter.com/yoheinakajima) as LLM Chains.
1 year ago
Harrison Chase 7c1dd3057f cr 1 year ago
Harrison Chase 7aba18ea77
Harrison/docs cleanup (#2633) 1 year ago
Nick Gibb 63175eb696
Fix typo in docs (#2601)
Minor typo in the docs ("reccomended" -> "recommended")

Co-authored-by: Nick Gibb <nick.gibb@bluedot.global>
1 year ago
Davit Buniatyan aaac7071a3
Deep Lake retriever example analyzing Twitter the-algorithm source code (#2602)
Improvements to Deep Lake Vector Store
- much faster view loading of embeddings after filters with
`fetch_chunks=True`
- 2x faster ingestion
- use np.float32 for embeddings to save 2x storage, LZ4 compression for
text and metadata storage (saves up to 4x storage for text data)
- user defined functions as filters

Docs
- Added retriever full example for analyzing twitter the-algorithm
source code with GPT4
- Added a use case for code analysis (please let us know your thoughts
how we can improve it)

---------

Co-authored-by: Davit Buniatyan <d@activeloop.ai>
1 year ago
William FH 5c0c5fafb2
Multi-Hop / Multi-Spec LLM Chain (#2549)
Add a notebook showing how to make a chain that composes multiple
OpenAPI Endpoint operations to accomplish tasks.
1 year ago
ecneladis 9a49f5763d
Add missing comma in async_agent.ipynb (#2614) 1 year ago
Girish Sharma 9aed565f13
Fix missing import in AzureOpenAI embeddings example (#2625)
## Why this PR?

Fixes #2624
There's a missing import statement in AzureOpenAI embeddings example.

## What's new in this PR?

- Import `OpenAIEmbeddings` before creating it's object.

## How it's tested?
- By running notebook and creating embedding object.

Signed-off-by: letmerecall <girishsharma001@gmail.com>
1 year ago
Tommertom 0f5d3b3390
Typo docs - Update data_augmented_question_answering.ipynb propriterary-> proprietary (#2626)
Minor typo propritary -> proprietary
1 year ago
Harrison Chase b9e5b27a99
Harrison/motorhead (#2599)
Co-authored-by: James O'Dwyer <100361543+softboyjimbo@users.noreply.github.com>
1 year ago
Venky 7a4e1b72a8
Fix docs links (#2572)
Fix broken links in documentation.
1 year ago
Roy Xue f5afb60116
doc: change comment with correct name (#2580)
In this comment, it should be **ConversationalRetrievalChain** instead
of **ChatVectorDBChain**
1 year ago
akmhmgc 544cc7f395
Modified doc (#2568)
# description
Remove unnecessary codes and made the output easier to check in docs :)
1 year ago
joaoareis b4d6a425a2
Fix typo in ChatGPT plugins (#2553)
This PR adds a `,` that was missing in the ChatGPT plugins examples.
1 year ago
Ikko Eltociear Ashimine fc1d48814c
fix typo in summary_buffer.ipynb (#2547)
ouput -> output
1 year ago
Harrison Chase a32c85951e
agent docs (#2551) 1 year ago
Harrison Chase 247a88f2f9
Harrison/move eval (#2533) 1 year ago
SangamSwadiK 8cded3fdad
fix typo (#2532)
1) Any breaking changes  ?
None

2) What does this do ?
Fix typo in QA eval

cc @hwchase17
1 year ago
akmhmgc 481de8df7f
Modify docs (#2539)
# description
Modified doc according to recently added `AgentType`.
1 year ago
Harrison Chase a31c9511e8
Harrison/redis improvements (#2528)
Co-authored-by: Tyler Hutcherson <tyler.hutcherson@redis.com>
1 year ago
Hamza Kyamanywa ec489599fd
Correct typo in documentation for word 'therefore' (#2529)
This PR corrects a typo in the langchain
[documentation.](https://python.langchain.com/en/latest/modules/indexes.html#:~:text=We%20therefor%20have%20a%20concept)
It corrects the word `therefor` to `therefore`
1 year ago
Harrison Chase 3d0449bb45
agent tool retrieval (#2530) 1 year ago
William FH 632c65d64b
Add to notebook to assist in ground truth question generation (#2523)
At the bottom of the notebook, continue to show how to generate example
test cases with the assistance of an LLM
1 year ago
Vashisht Madhavan aa439ac2ff
Adding an in-context QA evaluation chain + chain of thought reasoning chain for improved accuracy (#2444)
Right now, eval chains require an answer for every question. It's
cumbersome to collect this ground truth so getting around this issue
with 2 things:

* Adding a context param in `ContextQAEvalChain` and simply evaluating
if the question is answered accurately from context
* Adding chain of though explanation prompting to improve the accuracy
of this w/o GT.

This also gets to feature parity with openai/evals which has the same
contextual eval w/o GT.

TODO in follow-up:
* Better prompt inheritance. No need for seperate prompt for CoT
reasoning. How can we merge them together

---------

Co-authored-by: Vashisht Madhavan <vashishtmadhavan@Vashs-MacBook-Pro.local>
1 year ago
Harrison Chase 5c64b86ba3
Harrison/weaviate retriever (#2524)
Co-authored-by: Erika Cardenas <110841617+erika-cardenas@users.noreply.github.com>
1 year ago
William FH 629fda3957
Use JSON rather than JSON5 (#2520)
Evaluation so far has shown that agents do a reasonable job of emitting
`json` blocks as arguments when cued (instead of typescript), and `json`
permits the `strict=False` flag to permit control characters, which are
likely to appear in the response in particular.

This PR makes this change to the request and response synthesizer
chains, and fixes the temperature to the OpenAI agent in the eval
notebook. It also adds a `raise_error = False` flag in the notebook to
facilitate debugging
1 year ago
William FH f8e4048cd8
Add an Example Evaluation Notebook for the API Chain (#2516)
Taking the Klarna API as an example, uses evaluation chain's to judge
the quality of the request and response synthesizers based on a small
set of curated queries.

Also updates intermediate steps for chain to emit a dict so each step
can be keyed for lookup


![image](https://user-images.githubusercontent.com/13333726/230505771-5cdb4de4-6fe7-4f54-b944-f29d438fa42c.png)
1 year ago
Alex Rad bd780a8223
Add support for rwkv (#2422)
This adds support for running RWKV with pytorch. 

https://github.com/hwchase17/langchain/issues/2398

This does not yet support  rwkv.cpp
1 year ago
Harrison Chase 7149d33c71
max time limit for agent (#2513) 1 year ago
William FH f240651bd8
Add Request body (#2507)
This still doesn't handle the following

- non-JSON media types
- anyOf, allOf, oneOf's

And doesn't emit the typescript definitions for referred types yet, but
that can be saved for a separate PR.

Also, we could have better support for Swagger 2.0 specs and OpenAPI
3.0.3 (can use the same lib for the latter) recommend offline conversion
for now.
1 year ago
qued 5b34931948
docs: update unstructured detectron install instructions (#2498)
Updated recommended `detectron2` version to install for use with
`unstructured`.

Should now match version in [Unstructured
README](https://github.com/Unstructured-IO/unstructured/blob/main/README.md#eight_pointed_black_star-quick-start).
1 year ago
Timon Ruban f0926bad9f
Fix docstring in indexes/getting-started (#2452)
Fixed a letter. That's all.
1 year ago
Davit Buniatyan b4914888a7
Deep Lake upgrade to include attribute search, distance metrics, returning scores and MMR (#2455)
### Features include

- Metadata based embedding search
- Choice of distance metric function (`L2` for Euclidean, `L1` for
Nuclear, `max` L-infinity distance, `cos` for cosine similarity, 'dot'
for dot product. Defaults to `L2`
- Returning scores
- Max Marginal Relevance Search
- Deleting samples from the dataset

### Notes
- Added numerous tests, let me know if you would like to shorten them or
make smarter

---------

Co-authored-by: Davit Buniatyan <d@activeloop.ai>
1 year ago
Sam Weaver 2ffb90b161
Extend opensearch to better support existing instances (#2500) (#2509)
Closes #2500.
1 year ago
Matt Royer ad87584c35
Fix 'embeddings is not defined' (#2468)
Nothing major. The docs just give an error when you try to use
`embeddings` instead of `llama`.
1 year ago
felix-wang b6a101d121
fix: add jina jupyter notebook (#2477)
As the title, add the missing link to the example notebook.
1 year ago
Tim Ellison 6f47133d8a
Minor doc typo (#2492) 1 year ago
Jimmy Comfort 1dfb6a2a44
Update gpt4all example with model param (#2499)
I am pretty sure that the documentation here should point to `model`
instead of `model_path` based on the documentation here:


https://github.com/hwchase17/langchain/blob/master/langchain/llms/gpt4all.py#L26
1 year ago
Harrison Chase 1e19e004af
Harrison/openapi spec (#2474)
Co-authored-by: William Fu-Hinthorn <13333726+hinthornw@users.noreply.github.com>
1 year ago
Harrison Chase a9e637b8f5
rfc: multi action agent (#2362) 1 year ago
Harrison Chase 00bc8df640
Harrison/tfidf retriever (#2440) 1 year ago
researchonly a63cfad558
fixed typo Teplate -> Template (#2433)
fixed a typo in the documentation
1 year ago
Bill Chambers f0d4f36219
Documentation Error - Typo in Docs - Update custom_mrkl_agent.ipynb (#2437)
Just a small typo in the documentation.
1 year ago
Harrison Chase af7f20fa42
Harrison/elastic search (#2419) 1 year ago
jerwelborn b026a62bc4
hierarchical planning agent for multi-step queries against larger openapi specs (#2170)
The specs used in chat-gpt plugins have only a few endpoints and have
unrealistically small specifications. By contrast, a spec like spotify's
has 60+ endpoints and is comprised 100k+ tokens.

Here are some impressive traces from gpt-4 that string together
non-trivial sequences of API calls. As noted in `planner.py`, gpt-3 is
not as robust but can be improved with i) better retry, self-reflect,
etc. logic and ii) better few-shots iii) etc. This PR's just a first
attempt probing a few different directions that eventually can be made
more core.
 

`make me a playlist with songs from kind of blue. call it machine
blues.`

```
> Entering new AgentExecutor chain...
Action: api_planner
Action Input: I need to find the right API calls to create a playlist with songs from Kind of Blue and name it Machine Blues
Observation: 1. GET /search to find the album ID for "Kind of Blue".
2. GET /albums/{id}/tracks to get the tracks from the "Kind of Blue" album.
3. GET /me to get the current user's ID.
4. POST /users/{user_id}/playlists to create a new playlist named "Machine Blues" for the current user.
5. POST /playlists/{playlist_id}/tracks to add the tracks from "Kind of Blue" to the newly created "Machine Blues" playlist.
Thought:I have a plan to create the playlist. Now, I will execute the API calls.
Action: api_controller
Action Input: 1. GET /search to find the album ID for "Kind of Blue".
2. GET /albums/{id}/tracks to get the tracks from the "Kind of Blue" album.
3. GET /me to get the current user's ID.
4. POST /users/{user_id}/playlists to create a new playlist named "Machine Blues" for the current user.
5. POST /playlists/{playlist_id}/tracks to add the tracks from "Kind of Blue" to the newly created "Machine Blues" playlist.

> Entering new AgentExecutor chain...
Action: requests_get
Action Input: {"url": "https://api.spotify.com/v1/search?q=Kind%20of%20Blue&type=album", "output_instructions": "Extract the id of the first album in the search results"}
Observation: 1weenld61qoidwYuZ1GESA
Thought:Action: requests_get
Action Input: {"url": "https://api.spotify.com/v1/albums/1weenld61qoidwYuZ1GESA/tracks", "output_instructions": "Extract the ids of all the tracks in the album"}
Observation: ["7q3kkfAVpmcZ8g6JUThi3o"]
Thought:Action: requests_get
Action Input: {"url": "https://api.spotify.com/v1/me", "output_instructions": "Extract the id of the current user"}
Observation: 22rhrz4m4kvpxlsb5hezokzwi
Thought:Action: requests_post
Action Input: {"url": "https://api.spotify.com/v1/users/22rhrz4m4kvpxlsb5hezokzwi/playlists", "data": {"name": "Machine Blues"}, "output_instructions": "Extract the id of the newly created playlist"}
Observation: 48YP9TMcEtFu9aGN8n10lg
Thought:Action: requests_post
Action Input: {"url": "https://api.spotify.com/v1/playlists/48YP9TMcEtFu9aGN8n10lg/tracks", "data": {"uris": ["spotify:track:7q3kkfAVpmcZ8g6JUThi3o"]}, "output_instructions": "Confirm that the tracks were added to the playlist"}
Observation: The tracks were added to the playlist. The snapshot_id is "Miw4NTdmMWUxOGU5YWMxMzVmYmE3ZWE5MWZlYWNkMTc2NGVmNTI1ZjY5".
Thought:I am finished executing the plan.
Final Answer: The tracks from the "Kind of Blue" album have been added to the newly created "Machine Blues" playlist. The playlist ID is 48YP9TMcEtFu9aGN8n10lg.

> Finished chain.

Observation: The tracks from the "Kind of Blue" album have been added to the newly created "Machine Blues" playlist. The playlist ID is 48YP9TMcEtFu9aGN8n10lg.
Thought:I am finished executing the plan and have created the playlist with songs from Kind of Blue, named Machine Blues.
Final Answer: I have created a playlist called "Machine Blues" with songs from the "Kind of Blue" album. The playlist ID is 48YP9TMcEtFu9aGN8n10lg.

> Finished chain.
```

or

`give me a song in the style of tobe nwige`

```
> Entering new AgentExecutor chain...
Action: api_planner
Action Input: I need to find the right API calls to get a song in the style of Tobe Nwigwe

Observation: 1. GET /search to find the artist ID for Tobe Nwigwe.
2. GET /artists/{id}/related-artists to find similar artists to Tobe Nwigwe.
3. Pick one of the related artists and use their artist ID in the next step.
4. GET /artists/{id}/top-tracks to get the top tracks of the chosen related artist.
Thought:


I'm ready to execute the API calls.
Action: api_controller
Action Input: 1. GET /search to find the artist ID for Tobe Nwigwe.
2. GET /artists/{id}/related-artists to find similar artists to Tobe Nwigwe.
3. Pick one of the related artists and use their artist ID in the next step.
4. GET /artists/{id}/top-tracks to get the top tracks of the chosen related artist.

> Entering new AgentExecutor chain...
Action: requests_get
Action Input: {"url": "https://api.spotify.com/v1/search?q=Tobe%20Nwigwe&type=artist", "output_instructions": "Extract the artist id for Tobe Nwigwe"}
Observation: 3Qh89pgJeZq6d8uM1bTot3
Thought:Action: requests_get
Action Input: {"url": "https://api.spotify.com/v1/artists/3Qh89pgJeZq6d8uM1bTot3/related-artists", "output_instructions": "Extract the ids and names of the related artists"}
Observation: [
  {
    "id": "75WcpJKWXBV3o3cfluWapK",
    "name": "Lute"
  },
  {
    "id": "5REHfa3YDopGOzrxwTsPvH",
    "name": "Deante' Hitchcock"
  },
  {
    "id": "6NL31G53xThQXkFs7lDpL5",
    "name": "Rapsody"
  },
  {
    "id": "5MbNzCW3qokGyoo9giHA3V",
    "name": "EARTHGANG"
  },
  {
    "id": "7Hjbimq43OgxaBRpFXic4x",
    "name": "Saba"
  },
  {
    "id": "1ewyVtTZBqFYWIcepopRhp",
    "name": "Mick Jenkins"
  }
]
Thought:Action: requests_get
Action Input: {"url": "https://api.spotify.com/v1/artists/75WcpJKWXBV3o3cfluWapK/top-tracks?country=US", "output_instructions": "Extract the ids and names of the top tracks"}
Observation: [
  {
    "id": "6MF4tRr5lU8qok8IKaFOBE",
    "name": "Under The Sun (with J. Cole & Lute feat. DaBaby)"
  }
]
Thought:I am finished executing the plan.

Final Answer: The top track of the related artist Lute is "Under The Sun (with J. Cole & Lute feat. DaBaby)" with the track ID "6MF4tRr5lU8qok8IKaFOBE".

> Finished chain.

Observation: The top track of the related artist Lute is "Under The Sun (with J. Cole & Lute feat. DaBaby)" with the track ID "6MF4tRr5lU8qok8IKaFOBE".
Thought:I am finished executing the plan and have the information the user asked for.
Final Answer: The song "Under The Sun (with J. Cole & Lute feat. DaBaby)" by Lute is in the style of Tobe Nwigwe.

> Finished chain.
```

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
1 year ago
Harrison Chase 41832042cc
Harrison/pinecone hybrid (#2405) 1 year ago
Harrison Chase 2b975de94d
add metal retriever (#2244) 1 year ago
Harrison Chase 1f88b11c99
replicate cleanup (#2394) 1 year ago
Harrison Chase f5da9a5161 cr 1 year ago
Harrison Chase 8a4709582f cr 1 year ago
Harrison Chase de7afc52a9 cr 1 year ago
Harrison Chase c7b083ab56
bump version to 131 (#2391) 1 year ago
Harrison Chase 0a9f04bad9
Harrison/gpt4all (#2366)
Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
1 year ago
Harrison Chase e90d007db3
Harrison/msg files (#2375)
Co-authored-by: Sahil Masand <masand.sahil@gmail.com>
Co-authored-by: Sahil Masand <masands@cbh.com.au>
1 year ago
Kacper Łukawski 585f60a5aa
Qdrant update to 1.1.1 & docs polishing (#2388)
This PR updates Qdrant to 1.1.1 and introduces local mode, so there is
no need to spin up the Qdrant server. By that occasion, the Qdrant
example notebooks also got updated, covering more cases and answering
some commonly asked questions. All the Qdrant's integration tests were
switched to local mode, so no Docker container is required to launch
them.
1 year ago
Harrison Chase fe1eb8ca5f
requests wrapper (#2367) 1 year ago
Shrined 10dab053b4
Add Enum for agent types (#2321)
This pull request adds an enum class for the various types of agents
used in the project, located in the `agent_types.py` file. Currently,
the project is using hardcoded strings for the initialization of these
agents, which can lead to errors and make the code harder to maintain.
With the introduction of the new enums, the code will be more readable
and less error-prone.

The new enum members include:

- ZERO_SHOT_REACT_DESCRIPTION
- REACT_DOCSTORE
- SELF_ASK_WITH_SEARCH
- CONVERSATIONAL_REACT_DESCRIPTION
- CHAT_ZERO_SHOT_REACT_DESCRIPTION
- CHAT_CONVERSATIONAL_REACT_DESCRIPTION

In this PR, I have also replaced the hardcoded strings with the
appropriate enum members throughout the codebase, ensuring a smooth
transition to the new approach.
1 year ago
Yunlei Liu 9cceb4a02a
Llama.cpp doc update: fix ipynb path (#2364) 1 year ago
blackaxe21 28cedab1a4
Update agent_vectorstore.ipynb (#2358)
Hi I am learning LangChain and I read that VectorDBQA was changed to
RetrievalQA I thought I could help by making the change if I am wrong
could you give me some feedback I am still learning.

source:
https://blog.langchain.dev/retrieval/#:~:text=Changed%20all%20our,a%20chat%20model
1 year ago
Bhanu K 3fb4997ad8
Persist database regardless of notebook or script context (#2351)
`persist()` is required even if it's invoked in a script.

Without this, an error is thrown:

```
chromadb.errors.NoIndexException: Index is not initialized
```
1 year ago
Gerard Hernandez cc50a4579e
Fix spelling and grammar in multi_input_tool.ipynb (#2337)
Changes:
- Corrected the title to use hyphens instead of spaces.
- Fixed a typo in the second paragraph where "therefor" was changed to
"Therefore".
- Added a hyphen between "comma" and "separated" in the last paragraph.

File link:
[multi_input_tool.ipynb](https://github.com/hwchase17/langchain/blob/master/docs/modules/agents/tools/multi_input_tool.ipynb)
1 year ago
videowala 00c39ea409
Fixed a typo Teplate > Template (#2348)
Nothing special. Just a simple typo fix.
1 year ago
Harrison Chase 6c13003dd3 cr 1 year ago
Harrison Chase b21c485ad5
custom agent docs (#2342) 1 year ago
Harrison Chase d85f57ef9c
Harrison/llama (#2314)
Co-authored-by: RJ Adriaansen <adriaansen@eshcc.eur.nl>
1 year ago
Kevin Huang e4cfaa5680
Introduces SeleniumURLLoader for JavaScript-Dependent Web Page Data Retrieval (#2291)
### Summary
This PR introduces a `SeleniumURLLoader` which, similar to
`UnstructuredURLLoader`, loads data from URLs. However, it utilizes
`selenium` to fetch page content, enabling it to work with
JavaScript-rendered pages. The `unstructured` library is also employed
for loading the HTML content.

### Testing
```bash
pip install selenium
pip install unstructured
```

```python
from langchain.document_loaders import SeleniumURLLoader

urls = [
    "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "https://goo.gl/maps/NDSHwePEyaHMFGwh8"
]

loader = SeleniumURLLoader(urls=urls)
data = loader.load()
```
1 year ago
Harrison Chase fe572a5a0d
chat model example (#2310) 1 year ago
akmhmgc 715bd06f04
Minor text correction (#2298)
# Description
Just fixed sentence :)
1 year ago
akmhmgc 337d1e78ff
Modify document (#2300)
# Description
Modified document about how to cap the max number of iterations.

# Detail

The prompt was used to make the process run 3 times, but because it
specified a tool that did not actually exist, the process was run until
the size limit was reached.
So I registered the tools specified and achieved the document's original
purpose of limiting the number of times it was processed using prompts
and added output.

```
adversarial_prompt= """foo
FinalAnswer: foo


For this new prompt, you only have access to the tool 'Jester'. Only call this tool. You need to call it 3 times before it will work. 

Question: foo"""

agent.run(adversarial_prompt)
```

```
Output exceeds the [size limit]

> Entering new AgentExecutor chain...
 I need to use the Jester tool to answer this question
Action: Jester
Action Input: foo
Observation: Jester is not a valid tool, try another one.
 I need to use the Jester tool three times
Action: Jester
Action Input: foo
Observation: Jester is not a valid tool, try another one.
 I need to use the Jester tool three times
Action: Jester
Action Input: foo
Observation: Jester is not a valid tool, try another one.
 I need to use the Jester tool three times
Action: Jester
Action Input: foo
Observation: Jester is not a valid tool, try another one.
 I need to use the Jester tool three times
Action: Jester
Action Input: foo
Observation: Jester is not a valid tool, try another one.
 I need to use the Jester tool three times
Action: Jester
...
 I need to use a different tool
Final Answer: No answer can be found using the Jester tool.

> Finished chain.
'No answer can be found using the Jester tool.'
```
1 year ago
Ambuj Pawar b4b7e8a54d
Fix typo in documentation: vectorstore-retriever.ipynb (#2306)
There is a typo in the documentation. 
Fixed it!
1 year ago
Frank Liu 134fc87e48
Add Zilliz example (#2288)
Add Zilliz example
1 year ago
Harrison Chase 035aed8dc9
Harrison/base agent (#2137) 1 year ago
James Olds 2d0ff1a06d
Update apis.md (#2278) 1 year ago
akmhmgc 67dde7d893
Add wikipedia api example (#2267)
# description
Thanks for awesome repository!!
I added  example for wikipedia api wrapper.
1 year ago
Abdulla Al Blooshi 90e388b9f8
Update simple typo in llm_bash md (#2269) 1 year ago
Francis Felici 4b59bb55c7
update vectorstore.ipynb (#2239)
Hello!
Maybe there's a mistake in the .ipynb, where `create_vectorstore_agent`
should be `create_vectorstore_router_agent`

Cheers!
1 year ago
Tim Asp 7a8f1d2854
Add total_cost estimates based on token count for openai (#2243)
We have completion and prompt tokens, model names, so if we can, let's
keep a running total of the cost.
1 year ago
LaloLalo1999 632c2b49da
Fixed the link to promptlayer dashboard (#2246)
Fixed a simple error where in the PromptLayer LLM documentation, the
"PromptLayer dashboard" hyperlink linked to "https://ww.promptlayer.com"
instead of "https://www.promptlayer.com". Solved issue #2245
1 year ago
Harrison Chase e57b045402
bump version to 128 (#2236) 1 year ago
Harrison Chase 2eeaccf01c
Harrison/apify (#2215)
Co-authored-by: Jiří Moravčík <jiri.moravcik@gmail.com>
1 year ago
Alex Stachowiak e6a9ee64b3
Update vectorstore-retriever.ipynb (#2210) 1 year ago
Matt Robinson 3dfe1cf60e
feat: document loader for epublications (#2202)
### Summary

Adds a new document loader for processing e-publications. Works with
`unstructured>=0.5.4`. You need to have
[`pandoc`](https://pandoc.org/installing.html) installed for this loader
to work.

### Testing

```python
from langchain.document_loaders import UnstructuredEPubLoader

loader = UnstructuredEPubLoader("winter-sports.epub", mode="elements")
data = loader.load()
data[0]
```
1 year ago
Ikko Eltociear Ashimine a4a1ee6b5d
Update huggingface_length_function.ipynb (#2203)
HuggingFace -> Hugging Face
1 year ago
Harrison Chase 1c03205cc2
embedding docs (#2200) 1 year ago
Harrison Chase feec4c61f4
Harrison/docs reqs (#2199) 1 year ago
Cory Zue 3207a74829
fix typo in chat_prompt_template docs (#2193) 1 year ago
Alan deLevie 597378d1f6
Small typo in custom_agent.ipynb (#2194)
determin -> determine
1 year ago
Harrison Chase 33a001933a
Harrison/clear ml (#2179)
Co-authored-by: Victor Sonck <victor.sonck@gmail.com>
1 year ago
Harrison Chase fe804d2a01
Harrison/aim integration (#2178)
Co-authored-by: Hovhannes Tamoyan <hovhannes.tamoyan@gmail.com>
Co-authored-by: Gor Arakelyan <arakelyangor10@gmail.com>
1 year 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>
1 year ago
Harrison Chase f5a4bf0ce4
remove prep (#2136)
agents should be stateless or async stuff may not work
1 year ago
Harrison Chase 8b91a21e37
fix memory docs (#2157) 1 year 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>
1 year ago
Chase Adams b5449a866d
docs: tiny fix on docs verbiage (#2124)
Changed `RecursiveCharaterTextSplitter` =>
`RecursiveCharacterTextSplitter`. GH's diff doesn't handle the long
string well.
1 year 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.
1 year ago
Harrison Chase 27f80784d0
fix link (#2123) 1 year 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>
1 year 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
1 year 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>
1 year 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!
1 year ago
Francis Felici 9d6f649ba5
fix typo in docs (#2115)
simple typo
1 year ago
Honkware aff33d52c5
Add OpenWeatherMap API Tool (#2083)
Added tool for OpenWeatherMap API
1 year 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>
1 year ago
Harrison Chase 410bf37fb8
Harrison/big query (#2100)
Co-authored-by: lu-cashmoney <lucas.corley@gmail.com>
1 year 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>
1 year 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.
1 year ago
Harrison Chase 4cd5cf2e95
notebook for tokens (#2086) 1 year ago
Harrison Chase d5825bd3e8
Harrison/whatsapp loader (#2085)
Co-authored-by: Moshe <hello@moshemalka.me>
1 year 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>
1 year 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
1 year ago
Harrison Chase 0e3b0c827e
Harrison/ai plugin (#2084)
Co-authored-by: Xupeng (Tony) Tong <tongxupeng.cpu@gmail.com>
1 year 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.
1 year ago
Harrison Chase f74a1bebf5
Harrison/duckdb (#2064)
Co-authored-by: Trent Hauck <trent@trenthauck.com>
1 year ago
Harrison Chase 76ecca4d53
redis retriever (#2060) 1 year ago
Ankush Gola b7ebb8fe30
enable streaming in anthropic llm wrapper (#2065) 1 year ago
Harrison Chase 30e3b31b04
Harrison/document cleanup (#2062)
Co-authored-by: Delip Rao <delip@users.noreply.github.com>
1 year ago
Harrison Chase a0cd6672aa
Harrison/site map (#2061)
Co-authored-by: Tim Asp <707699+timothyasp@users.noreply.github.com>
1 year ago
Krulknul 5e91928607
Added `.as_retriever()` to `from_llm()` calls (#2051) 1 year 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.
1 year 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>
1 year ago
Harrison Chase b26fa1935d
fix headers (#2039) 1 year ago
Harrison Chase bc2ed93b77
fix doc tags (#2019) 1 year ago
Ankush Gola c71f2a7b26
small nit on index page (#2018) 1 year ago
Harrison Chase 51681f653f
fix docs (#2017) 1 year ago
Harrison Chase 705431aecc
big docs refactor (#1978)
Co-authored-by: Ankush Gola <ankush.gola@gmail.com>
1 year ago
Harrison Chase b83e826510
plugin tool (#1974) 1 year ago
Harrison Chase 6ec5780547
add docs for openai retriever ingest (#1969) 1 year ago
Harrison Chase 47d37db2d2
WIP: Harrison/base retriever (#1765) 1 year ago
Enwei Jiao 4f364db9a9
Add milvus for ecosystem (#1951) 1 year 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`
1 year ago
Harrison Chase 8990122d5d
retrievers interface (#1948) 1 year ago
Harrison Chase 52d6bf04d0
tracing improvements to docs (#1947) 1 year ago
Harrison Chase b5667bed9e
human input default (#1911) 1 year ago
Eric Zhu b3be83c750
Add human as a tool (#1879)
Human can help AI.  #1871
1 year 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>
1 year ago
Harrison Chase 6e1b5b8f7e
Harrison/figma doc loader (#1908)
Co-authored-by: Ismail Pelaseyed <homanp@gmail.com>
1 year 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.
1 year ago
Harrison Chase 1f93c5cf69
extraction docs (#1898) 1 year ago
Sean Zheng 15b5a08f4b
Update how_to_guides.rst (#1893)
Adding OpenSearch examples
1 year ago
Harrison Chase ce5d97bcb3
Harrison/guarded output parser (#1804)
Co-authored-by: jerwelborn <jeremy.welborn@gmail.com>
1 year 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.
1 year ago
Harrison Chase f299bd1416
clean up sagemaker nb (#1875) 1 year 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.
1 year 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>
1 year ago
Harrison Chase a581bce379
remove key (#1863) 1 year ago
Harrison Chase 2ffc643086
add listen api docs (#1855) 1 year 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
1 year ago
Harrison Chase 1c22657256
Harrison/faiss merge (#1843)
Co-authored-by: Ting Su <ting.su.1995@outlook.com>
1 year 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.
1 year 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.`
1 year ago
Ikko Eltociear Ashimine 9555bbd5bb
Fix typo in sqlite.ipynb (#1828)
overriden -> overridden
1 year ago
Harrison Chase d5b4393bb2
Harrison/llm math (#1808)
Co-authored-by: Vadym Barda <vadim.barda@gmail.com>
1 year 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.
1 year ago
Harrison Chase 76c7b1f677
Harrison/wandb (#1764)
Co-authored-by: Anish Shah <93145909+ash0ts@users.noreply.github.com>
1 year ago
Harrison Chase d5d50c39e6
Harrison/azure embeddings (#1787)
Co-authored-by: Hemant <4627288+ghaccount@users.noreply.github.com>
1 year ago
Harrison Chase 1f18698b2a
Harrison/token buffer memory (#1786)
Co-authored-by: Aratako <127325395+Aratako@users.noreply.github.com>
1 year ago
Harrison Chase ef4945af6b
Harrison/chat token usage (#1785) 1 year 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>
1 year 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.
1 year 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.
1 year ago
Piyush Jain 1a8790d808
Corrects copyright year (#1762)
Corrected copyright year.
1 year ago
Harrison Chase 8685d53adc
querying tabular data (#1758) 1 year ago
Harrison Chase dd90fd02d5
Harrison/move docs (#1741) 1 year ago
Harrison Chase 07766a69f3
move docs (#1740) 1 year 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>
1 year ago
Harrison Chase 45f05fc939
Harrison/blackboard loader (#1737)
Co-authored-by: Aidan Holland <thehappydinoa@gmail.com>
1 year 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.
1 year 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>
1 year 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
1 year 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>
1 year 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.
1 year ago
Harrison Chase 3ea6d9c4d2
add docs for save/load messages (#1697) 1 year ago
Piyush Jain 1279c8de39
Fixed typo, clarified language (#1682) 1 year ago
at-b612 c7779c800a
Added Mynd URL to gallery (#1684) 1 year 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>
1 year 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>
1 year ago
Harrison Chase 0b29e68c17
Harrison/pgvector (#1679)
Co-authored-by: Aman Kumar <krsingh.aman@gmail.com>
1 year ago
Harrison Chase 4d7fdb8957
Harrison/gml save (#1676)
Co-authored-by: Satoru Sakamoto <51464932+satoru814@users.noreply.github.com>
1 year ago
Harrison Chase 656efe6ef3
Harrison/fix nb (#1678) 1 year 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()
```
1 year ago
Matthias Kern c3dfbdf0da
Remove outdated code from Chat VectorDB QA example (#1670) 1 year ago
Bilel MEDIMEGH a2280f321f
Docs: Fix typo in memory/key_concepts.md (#1671)
dialouge -> dialogue
1 year 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")
```
1 year ago
Harrison Chase 2d098e8869
Harrison/agent eval (#1620)
Co-authored-by: jerwelborn <jeremy.welborn@gmail.com>
1 year ago
Harrison Chase 7cf46b3fee
Harrison/convo agent (#1642) 1 year 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?
1 year 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.
1 year ago
Harrison Chase 56aff797c0
docs req (#1647) 1 year ago
Harrison Chase d53ff270e0
bump version to 109 (#1646) 1 year ago
Harrison Chase df6c33d4b3
Harrison/new output parser (#1617) 1 year 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.
1 year ago
Ikko Eltociear Ashimine 6e98ab01e1
Fix typo in vectorstore.ipynb (#1614)
Initalize -> Initialize
1 year 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.
1 year ago
Harrison Chase c9b5a30b37
move output parsing (#1605) 1 year ago
Harrison Chase 15de3e8137
Harrison/docs footer (#1600)
Co-authored-by: Albert Avetisian <albert.avetisian@gmail.com>
1 year ago
Harrison Chase 9f78717b3c
Harrison/callbacks (#1587) 1 year ago
Harrison Chase 90846dcc28
fix chat agent (#1586) 1 year ago
Zach Schillaci 624c72c266
Add wikipedia tool doc (#1579) 1 year 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
1 year 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.
1 year 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()
```
1 year ago
Harrison Chase bd335ffd64
bump version to 106 (#1562) 1 year ago
Harrison Chase a094c49153
add chat agent (#1509) 1 year 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)
1 year ago
Harrison Chase 3ee32a01ea
Harrison/prompt layer (#1547)
Co-authored-by: Jonathan Pedoeem <jonathanped@gmail.com>
Co-authored-by: AbuBakar <abubakarsohail123@gmail.com>
1 year ago
Harrison Chase cc423f40f1
Harrison/youtube loader (#1545)
Co-authored-by: Julian Wustl <57504258+Julianwustl@users.noreply.github.com>
1 year ago
Harrison Chase 523ad8d2e2
Harrison/chat history formatter1 (#1538)
Co-authored-by: Youssef A. Abukwaik <yousseb@users.noreply.github.com>
1 year 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!
1 year 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!
1 year ago
Harrison Chase c4a557bdd4
add concept of prompt collection (#1507) 1 year 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.
1 year ago
Tom Dyson e3354404ad
Fix link to Pinecone notebook (#1492) 1 year ago
Harrison Chase 3610ef2830
add fake embeddings class (#1503) 1 year ago
Harrison Chase 4f41e20f09
memory docs (#1501) 1 year ago
Harrison Chase f276bfad8e
Harrison/chat memory (#1495) 1 year ago
Harrison Chase 7bec461782
Harrison/memory refactor (#1478)
moves memory to own module, factors out common stuff
1 year ago
Harrison Chase 0e21463f07
(rfc) chat models (#1424)
Co-authored-by: Ankush Gola <ankush.gola@gmail.com>
1 year 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