Commit Graph

1332 Commits (88d3ce12b8de8f461e8b95dc8a7f50f4feb4c0f1)
 

Author SHA1 Message Date
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
Daniel Nouri 2a0f65f7af
tiktoken: Relax Python version check (#2966)
tiktoken supports Python >= 3.8, see here:

e1c661edf3/pyproject.toml (L10)

Also works fine when trying locally!
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
Tim Asp 51894ddd98
allow tokentextsplitters to use model name to select encoder (#2963)
Fixes a bug I was seeing when the `TokenTextSplitter` was correctly
splitting text under the gpt3.5-turbo token limit, but when firing the
prompt off too openai, it'd come back with an error that we were over
the context limit.

gpt3.5-turbo and gpt-4 use `cl100k_base` tokenizer, and so the counts
are just always off with the default `gpt-2` encoder.

It's possible to pass along the encoding to the `TokenTextSplitter`, but
it's much simpler to pass the model name of the LLM. No more concern
about keeping the tokenizer and llm model in sync :)
1 year ago
Alex Iribarren 706ebd8f9c
Enforce maximum Wikipedia query length (#2969)
I got the following stacktrace when the agent was trying to search
Wikipedia with a huge query:

```
Thought:{
    "action": "Wikipedia",
    "action_input": "Outstanding is a song originally performed by the Gap Band and written by member Raymond Calhoun. The song originally appeared on the group's platinum-selling 1982 album Gap Band IV. It is one of their signature songs and biggest hits, reaching the number one spot on the U.S. R&B Singles Chart in February 1983.  \"Outstanding\" peaked at number 51 on the Billboard Hot 100."
}
Traceback (most recent call last):
  File "/usr/src/app/tests/chat.py", line 121, in <module>
    answer = agent_chain.run(input=question)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/chains/base.py", line 216, in run
    return self(kwargs)[self.output_keys[0]]
           ^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/chains/base.py", line 116, in __call__
    raise e
  File "/usr/local/lib/python3.11/site-packages/langchain/chains/base.py", line 113, in __call__
    outputs = self._call(inputs)
              ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/agents/agent.py", line 828, in _call
    next_step_output = self._take_next_step(
                       ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/agents/agent.py", line 725, in _take_next_step
    observation = tool.run(
                  ^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/tools/base.py", line 73, in run
    raise e
  File "/usr/local/lib/python3.11/site-packages/langchain/tools/base.py", line 70, in run
    observation = self._run(tool_input)
                  ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/agents/tools.py", line 17, in _run
    return self.func(tool_input)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/langchain/utilities/wikipedia.py", line 40, in run
    search_results = self.wiki_client.search(query)
                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/wikipedia/util.py", line 28, in __call__
    ret = self._cache[key] = self.fn(*args, **kwargs)
                             ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/wikipedia/wikipedia.py", line 109, in search
    raise WikipediaException(raw_results['error']['info'])
wikipedia.exceptions.WikipediaException: An unknown error occured: "Search request is longer than the maximum allowed length. (Actual: 373; allowed: 300)". Please report it on GitHub!
```

This commit limits the maximum size of the query passed to Wikipedia to
avoid this issue.
1 year ago
Nahin Khan 9a03f00e6c
Fix typos (#2977) 1 year ago
Altay Sansal 9d8ab28837
Add `top_k` and `filter` fields to `ChatGPTPluginRetriever` (#2852)
This allows to adjust the number of results to retrieve and filter
documents based on metadata.

---------

Co-authored-by: Altay Sansal <altay.sansal@tgs.com>
1 year ago
vowelparrot 4ffc58e07b
Add similarity_search_with_normalized_similarities (#2916)
Add a method that exposes a similarity search with corresponding
normalized similarity scores. Implement only for FAISS now.

### Motivation:

Some memory definitions combine `relevance` with other scores, like
recency , importance, etc.

While many (but not all) of the `VectorStore`'s expose a
`similarity_search_with_score` method, they don't all interpret the
units of that score (depends on the distance metric and whether or not
the the embeddings are normalized).

This PR proposes a `similarity_search_with_normalized_similarities`
method that lets consumers of the vector store not have to worry about
the metric and embedding scale.

*Most providers default to euclidean distance, with Pinecone being one
exception (defaults to cosine _similarity_).*

---------

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
1 year ago
Tim Asp b9db20481f
Fix wrong token counts from `get_num_tokens` from openai llms (#2952)
The encoding fetch was out of date. Luckily OpenAI has a nice[
`encoding_for_model`](46287bfa49/tiktoken/model.py)
function in `tiktoken` we can use now.
1 year ago
Tim Asp fea5619ce9
Add title, lang, description to Web loader document metadata (#2955)
Title, lang and description are on almost every web page, and are
incredibly useful pieces of information that currently isn't captured
with the current web base loader

I thought about adding the title and description to the content of the
document, as
that content could be useful in search, but I left it out for right now.
If you think
it'd be worth adding, happy to add it.


I've found it's nice to have the title/description in the metadata to
have some structured data
when retrieving rows from vectordbs for use with summary and source
citation, so if we do want to add it to the `page_content`, i'd advocate
for it to also be included in metadata.
1 year ago
Maciej Pióro f7bf917baf
Fix missing docker-compose (#2899)
Fix missing `docker-compose` command if only `docker compose` (note
space) is available.
1 year ago
Harrison Chase b634489b2e
bump version to 141 (#2950) 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
Harrison Chase baf350e32b
parametrize redis (#2946) 1 year ago
dev2049 36aa7f30e4
Move PythonRepl -> langchain.utilities (#2917) 1 year ago
dev2049 7c73e9df5d
Add kwargs to VectorStore.maximum_marginal_relevance (#2921)
Same as similarity_search, allows child classes to add vector
store-specific args (this was technically already happening in couple
places but now typing is correct).
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
Mike Lambert 392f1b3218
Add Anthropic ChatModel to langchain (#2293)
* Adds an Anthropic ChatModel
* Factors out common code in our LLMModel and ChatModel
* Supports streaming llm-tokens to the callbacks on a delta basis (until
a future V2 API does that for us)
* Some fixes
1 year ago
Kwuang Tang 66bef1d7ed
Ignore files from .gitignore in Git loader (#2909)
fixes #2905 

extends #2851
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
dev2049 634358db5e
Fix OpenAI LLM docstring (#2910) 1 year ago
pranjaldoshi96 30573b2e30
Correct instruction to use openweathermap utility in docstring (#2906)
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
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
Peter Stolz ccacf804a8
Fix format string in pinecone error handling (#2897) 1 year ago
Francis Felici 86189cdcf9
Update load_qa_chain() docstring (#2900)
Seems to be missing `map_rerank` as a potential argument of
`chain_type`
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 1e9378d0a8
Harrison/weaviate fixes (#2872)
Co-authored-by: cs0lar <cristiano.solarino@gmail.com>
Co-authored-by: cs0lar <cristiano.solarino@brightminded.com>
1 year ago
Harrison Chase 07d7096de6
Harrison/playwright (#2871)
Co-authored-by: Manuel Saelices <msaelices@gmail.com>
1 year ago
Jon Luo 5565f56273
Use SQL dialect-specific prompts for SQLDatabaseChain (#2748)
Mentioned the idea here initially:
https://github.com/hwchase17/langchain/pull/2106#issuecomment-1487509106

Since there have been dialect-specific issues, we should use
dialect-specific prompts. This way, each prompt can be separately
modified to best suit each dialect as needed. This adds a prompt for
each dialect supported in sqlalchemy (mssql, mysql, mariadb, postgres,
oracle, sqlite). For this initial implementation, the only differencse
between the prompts is the instruction for the clause to use to limit
the number of rows queried for, and the instruction for wrapping column
names using each dialect's identifier quote character.
1 year ago
drod 9907cb0485
Refactor similarity_search function in elastic_vector_search.py (#2761)
Optimization :Limit search results when k < 10
Fix issue when k > 10: Elasticsearch will return only 10 docs


[default-search-result](https://www.elastic.co/guide/en/elasticsearch/reference/current/paginate-search-results.html)
By default, searches return the top 10 matching hits

Add size parameter to the search request to limit the number of returned
results from Elasticsearch. Remove slicing of the hits list, since the
response will already contain the desired number of results.
1 year ago
rafael 1cc7ea333c
chat_models.openai: Set tenacity timeout to openai's recommendation (#2768)
[OpenAI's
cookbook](https://github.com/openai/openai-cookbook/blob/main/examples/How_to_handle_rate_limits.ipynb)
suggest a tenacity backoff between 1 and 60 seconds. Currently
langchain's backoff is between 4 and 10 seconds, which causes frequent
timeout errors on my end.

This PR changes the timeout to the suggested values.
1 year ago
Harrison Chase 705596b46a
Harrison/fix create sql agent (#2870)
Co-authored-by: Timothé Pearce <timothe.pearce@gmail.com>
1 year ago
Harrison Chase 8a98e5b50b
Harrison/index name (#2869)
Co-authored-by: Mesum Raza Hemani <mes.javacca@gmail.com>
1 year ago
Andrey Vasnetsov dcb17503f2
Update qdrant.py (#2750)
At the moment of upload we should already know the format of data,
therefore we can skip the costly pydantic validation.
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
sergerdn 04c458a270
feat: improve pinecone tests (#2806)
Improve the integration tests for Pinecone by adding an `.env.example`
file for local testing. Additionally, add some dev dependencies
specifically for integration tests.

This change also helps me understand how Pinecone deals with certain
things, see related issues
https://github.com/hwchase17/langchain/issues/2484
https://github.com/hwchase17/langchain/issues/2816
1 year ago
ecneladis 016738e676
Add GitLoader (#2851) 1 year ago