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532 Commits

Author SHA1 Message Date
Harrison Chase
20959d8c36
check memory variables (#411) 
can have multiple input keys, if some come from memory
 2022-12-24 08:35:46 -05:00
Harrison Chase
6b60c509ac
(WIP) add HyDE (#393) 
Co-authored-by: cameronccohen <cameron.c.cohen@gmail.com>
Co-authored-by: Cameron Cohen <cameron.cohen@quantco.com>
 2022-12-21 20:46:41 -05:00
Harrison Chase
c104d507bf
Harrison/improve data augmented generation docs (#390) 
Co-authored-by: cameronccohen <cameron.c.cohen@gmail.com>
Co-authored-by: Cameron Cohen <cameron.cohen@quantco.com>
 2022-12-20 22:24:08 -05:00
Harrison Chase
cf98f219f9
Harrison/tools exp (#372) 2022-12-18 21:51:23 -05:00
Harrison Chase
e7b625fe03
fix text splitter (#375) 2022-12-18 20:21:43 -05:00
Harrison Chase
3474f39e21
Harrison/improve cache (#368) 
make it so everything goes through generate, which removes the need for
two types of caches
 2022-12-18 16:22:42 -05:00
Ankush Gola
8d0869c6d3
change run to use args and kwargs (#367) 
Before, `run` was not able to be called with multiple arguments. This
expands the functionality.
 2022-12-18 15:54:56 -05:00
Harrison Chase
a7084ad6e4
Harrison/version 0040 (#366) 2022-12-17 07:53:22 -08:00
mrbean
50257fce59
Support Streaming Tokens from OpenAI (#364) 
https://github.com/hwchase17/langchain/issues/363

@hwchase17 how much does this make you want to cry?
 2022-12-17 07:02:58 -08:00
mrbean
fe6695b9e7
Add HuggingFacePipeline LLM (#353) 
https://github.com/hwchase17/langchain/issues/354

Add support for running your own HF pipeline locally. This would allow
you to get a lot more dynamic with what HF features and models you
support since you wouldn't be beholden to what is hosted in HF hub. You
could also do stuff with HF Optimum to quantize your models and stuff to
get pretty fast inference even running on a laptop.
 2022-12-17 07:00:04 -08:00
Harrison Chase
c1b50b7b13
Harrison/map reduce merge (#344) 
Co-authored-by: John Nay <JohnNay@users.noreply.github.com>
 2022-12-15 17:49:14 -08:00
Harrison Chase
78b31e5966
Harrison/cache (#343) 2022-12-15 07:53:32 -08:00
Harrison Chase
8cf62ce06e
Harrison/single input (#347) 
allow passing of single input into chain

Co-authored-by: thepok <richterthepok@yahoo.de>
 2022-12-15 07:52:51 -08:00
Harrison Chase
9bb7195085
Harrison/llm saving (#331) 
Co-authored-by: Akash Samant <70665700+asamant21@users.noreply.github.com>
 2022-12-13 06:46:01 -08:00
Hunter Gerlach
482611f426
unit test / code coverage improvements (#322) 
This PR has two contributions:

1. Add test for when stop token is found in middle of text

2. Add code coverage tooling and instructions
- Add pytest-cov via poetry
- Add necessary config files
- Add new make instruction for `coverage`
- Update README with coverage guidance
- Update minor README formatting/spelling

Co-authored-by: Hunter Gerlach <hunter@huntergerlach.com>
 2022-12-13 05:48:53 -08:00
Shobith Alva
19a9fa16a9
Add clear() method for Memory (#305) 
a simple helper to clear the buffer in `Conversation*Memory` classes
 2022-12-11 07:09:06 -08:00
Harrison Chase
e02d6b2288
beta: logger (#307) 2022-12-10 23:17:19 -08:00
andersenchen
5267ebce2d
Add LLMCheckerChain (#281) 
Implementation of https://github.com/jagilley/fact-checker. Works pretty
well.

<img width="993" alt="Screenshot 2022-12-07 at 4 41 47 PM"
src="https://user-images.githubusercontent.com/101075607/206302751-356a19ff-d000-4798-9aee-9c38b7f532b9.png">

Verifying this manually:
1. "Only two kinds of egg-laying mammals are left on the planet
today—the duck-billed platypus and the echidna, or spiny anteater."
https://www.scientificamerican.com/article/extreme-monotremes/
2. "An [Echidna] egg weighs 1.5 to 2 grams (0.05 to 0.07
oz)[[19]](https://en.wikipedia.org/wiki/Echidna#cite_note-19) and is
about 1.4 centimetres (0.55 in) long."
https://en.wikipedia.org/wiki/Echidna#:~:text=sleep%20is%20suppressed.-,Reproduction,a%20reptile%2Dlike%20egg%20tooth.
3. "A [platypus] lays one to three (usually two) small, leathery eggs
(similar to those of reptiles), about 11 mm (7⁄16 in) in diameter and
slightly rounder than bird eggs."
https://en.wikipedia.org/wiki/Platypus#:~:text=It%20lays%20one%20to%20three,slightly%20rounder%20than%20bird%20eggs.
4. Therefore, an Echidna is the mammal that lays the biggest eggs.


cc @hwchase17
 2022-12-09 12:49:05 -08:00
Harrison Chase
3c1c7ba672
update branch name in gha (#274) 2022-12-06 22:28:50 -08:00
Akash Samant
48b093823e
Add a Transformation Chain (#257) 
Arbitrary transformation chains that can be used to add dictionary
extractions from llms/other chains
 2022-12-06 21:58:16 -08:00
coyotespike
b7bef36ee1
BashChain (#260) 
Love the project, a ton of fun!

I think the PR is pretty self-explanatory, happy to make any changes! I
am working on using it in an `LLMBashChain` and may update as that
progresses.

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
 2022-12-06 21:57:50 -08:00
Harrison Chase
28be37f470
LLMRequestsChain (#267) 2022-12-06 21:55:02 -08:00
John McDonnell
68666d6a22
Gracefully degrade when model asks for nonexistent tool (#268) 
Not yet tested, but very simple change, assumption is that we're cool
with just producing a generic output when tool is not found
 2022-12-06 21:52:48 -08:00
Harrison Chase
f5c665a544
combine python files (#256) 2022-12-04 15:57:36 -08:00
Harrison Chase
db58032973
introduce output parser (#250) 2022-12-03 13:28:07 -08:00
Harrison Chase
a9ce04201f
Harrison/improve usability of api chain (#247) 
improve usability of api chain
 2022-12-02 15:44:10 -08:00
Harrison Chase
c897bd6cbd
api chain (#246) 
Co-authored-by: Subhash Ramesh <33400216+thecooltechguy@users.noreply.github.com>
 2022-12-02 13:39:36 -08:00
Xupeng (Tony) Tong
bb4bf9d6d0
chore: minor clean up / formatting (#233) 
to get familiarize with the project
 2022-12-01 10:50:36 -08:00
Harrison Chase
3ca2c8d6c5
allow passing of stop params into openai (#232) 2022-11-30 22:20:13 -08:00
Harrison Chase
ca2394028f
move search to not be a chain (#226) 2022-11-29 20:07:44 -08:00
Andrew Gleave
ea67c049f0
Support SQL statements that return no results (#222) 
Adds support for statements such as insert, update etc which do not
return any rows.

`engine.execute` is deprecated and so execution has been updated to use
`connection.exec_driver_sql` as-per:


https://docs.sqlalchemy.org/en/14/core/connections.html#sqlalchemy.engine.Engine.execute
 2022-11-29 08:28:45 -08:00
Akash Samant
d368c43648
Bug Fix (#221) 
Quick bug fix for semantic similarity vector injection
 2022-11-29 07:03:40 -08:00
Harrison Chase
1b9b8efbc9
pal chain (#207) 
from https://arxiv.org/pdf/2211.10435.pdf
 2022-11-28 21:38:34 -08:00
Harrison Chase
b94244eb12
nits (#210) 
use json.dump

move test to integration tests (since it requires huggingface_hub)
 2022-11-27 13:03:09 -08:00
Akash Samant
ae72cf84b8
Save Prompts (#194) 2022-11-27 09:10:35 -08:00
Bagatur
b90e25f786
Add HuggingFace Hub Embeddings (#125) 
Add support for calling HuggingFace embedding models
using the HuggingFaceHub Inference API. New class mirrors
the existing HuggingFaceHub LLM implementation. Currently
only supports 'sentence-transformers' models.

Closes #86
 2022-11-27 00:24:59 -08:00
Harrison Chase
6eab5254e5
add docs for custom agents (#196) 2022-11-26 06:03:08 -08:00
Harrison Chase
08deed9002
Harrison/memory docs (#195) 
update memory docs and change variables
 2022-11-26 05:58:54 -08:00
Harrison Chase
b913df3774
make attrs public (#187) 
since they are used outside of the class, should be public
 2022-11-24 20:11:29 -08:00
Harrison Chase
ae9c6257fe
Harrison/arbitrary params (#186) 2022-11-24 20:01:20 -08:00
Samantha Whitmore
a408ed3ea3
Samantha/add conversation chain (#166) 
Add MemoryChain and ConversationChain as chains that take a docstore in
addition to the prompt, and use the docstore to stuff context into the
prompt. This can be used to have an ongoing conversation with a chatbot.

Probably needs a bit of refactoring for code quality

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
 2022-11-23 16:35:38 -08:00
Harrison Chase
4334ffa6f9
Harrison/clean up language (#179) 
dynamic prompts are no longer a thing
 2022-11-23 16:58:41 -05:00
Samantha Whitmore
09f301cd38
Add add_example method to all ExampleSelector classes, with tests (#178) 
Also updated docs, and noticed an issue with the add_texts method on
VectorStores that I had missed before -- the metadatas arg should be
required to match the classmethod which initializes the VectorStores
(the add_example methods break otherwise in the ExampleSelectors)
 2022-11-23 13:12:47 -08:00
Harrison Chase
d3a7429f61
(WIP) agents (#171) 2022-11-22 06:16:26 -08:00
Harrison Chase
4a4dfbfbed
Harrison/sequential chains (#168) 
add support for basic sequential chains
 2022-11-21 13:08:53 -08:00
Samantha Whitmore
315b0c09c6
wip: add method for both docstore and embeddings (#119) 
this will break atm but wanted to get thoughts on implementation.

1. should add() be on docstore interface?
2. should InMemoryDocstore change to take a list of documents as init?
(makes this slightly easier to implement in FAISS -- if we think it is
less clean then could expose a method to get the number of documents
currently in the dict, and perform the logic of creating the necessary
dictionary in the FAISS.add_texts method.

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
 2022-11-20 16:23:58 -08:00
Harrison Chase
c02eb199b6
add few shot example (#148) 2022-11-19 20:32:45 -08:00
Nicholas Larus-Stone
0c3ae78ec1
chore: update ascii colors to work with dark mode (#152) 2022-11-16 22:05:28 -08:00
Nicholas Larus-Stone
ca4b10bb74
feat: add option to ignore or restrict to SQL tables (#151) 
`SQLDatabase` now accepts two `init` arguments:
1. `ignore_tables` to pass in a list of tables to not search over
2. `include_tables` to restrict to a list of tables to consider
 2022-11-16 22:04:50 -08:00
Harrison Chase
1835e8a681
prompt nit (#141) 
doing some cleanup, and i think this just simplifies things...
 2022-11-14 21:30:33 -08:00
Harrison Chase
bbb405a492
update colors (#140) 2022-11-14 20:27:36 -08:00
Harrison Chase
9f223e6ccc
Harrison/fix lint (#138) 2022-11-14 08:55:59 -08:00
Delip Rao
76cecf8165
A fix for Jupyter environment variable issue (#135) 
- fixes the Jupyter environment variable issues mentioned in issue #134 
- fixes format/lint issues in some unrelated files (from make
format/lint)


![image](https://user-images.githubusercontent.com/347398/201599322-090af858-362d-4d69-bf59-208aea65419a.png)
 2022-11-14 08:34:01 -08:00
Harrison Chase
f23b3ceb49
consolidate run functions (#126) 
consolidating logic for when a chain is able to run with single input
text, single output text

open to feedback on naming, logic, usefulness
 2022-11-13 18:14:35 -08:00
Edmar Ferreira
8a5ec894e7
Prompt from file proof of concept using plain text (#127) 
This is a simple proof of concept of using external files as templates. 
I'm still feeling my way around the codebase.
As a user, I want to use files as prompts, so it will be easier to
manage and test prompts.
The future direction is to use a template engine, most likely Mako.
 2022-11-13 13:15:30 -08:00
Harrison Chase
d87e73ddb1
huggingface tokenizer (#75) 2022-11-13 09:37:44 -08:00
Harrison Chase
e43534d41c
add integration with manifest (#62) 2022-11-10 11:24:11 -08:00
tomeras91
d8734ce5ad
Add AI21 LLMs (#99) 
Integrate AI21 /complete API into langchain, to allow access to Jurassic
models.
 2022-11-10 08:12:28 -08:00
Samantha Whitmore
a0780cc930
OptimizedPrompt -- k-shot example choice backed by semantic search (#91) 2022-11-09 21:15:42 -08:00
Delip Rao
3ee6e332dd
Implements NLTK and Spacy-based TextSplitters (#103) 
This PR is for Issue #88 

- [x] `make format`
- [x] `make lint`
- [x] `make tests`
 2022-11-09 20:45:30 -08:00
issam9
28282ad099
Issam9/cohere embeddings (#105) 
Add support for cohere embeddings
 2022-11-09 13:44:27 -08:00
Delip Rao
95dd2f140e
Make Integration Tests "work" again (#106) 
This fixes Issue #104 

The tests for HF Embeddings is skipped because of the segfault issue
mentioned there. Perhaps, a new issue should be created for that?
 2022-11-09 13:26:58 -08:00
Harrison Chase
db37bd089f
model laboratory (#95) 2022-11-08 22:17:10 -08:00
Harrison Chase
b9f61390e9
add text2text generation (#93) 
fixes issue #90
 2022-11-08 18:08:46 -08:00
Samantha Whitmore
efbc03bda8
NLPCloud client integration (#81) 
lots of kwargs! generation docs here:
https://docs.nlpcloud.com/#generation

This somewhat breaks the paradigm introduced in LLM base class as the
stop sequence isn't a list, and should rightfully be introduced at the
time of initialization of the class, along with the other kwargs that
depend on its presence (e.g. remove_end_sequence, etc.) curious if you'd
want to refactor LLM base class to take out stop as a specific named
kwarg?
 2022-11-08 06:24:23 -08:00
issam9
990cd821cc
Issam/hf embeddings (#68) 
Add support of HuggingFace embedding models
 2022-11-07 05:46:44 -08:00
Harrison Chase
eb36317f9a
Harrison/fix imports (#72) 
fix imports and add section to notebook
 2022-11-06 16:06:40 -08:00
Samantha Whitmore
a5b61d59e1
Refactor prompts into module, add example generation utils (#64) 2022-11-06 15:40:33 -08:00
Harrison Chase
2456a547de
mrkl (#42) 2022-11-05 14:41:53 -07:00
Samantha Whitmore
c636488fe5
DynamicPrompt class creation (#49) 
Checking that this structure looks generally ok -- going to sub in logic
where the TODO comment is then add a test.
 2022-11-05 12:43:21 -07:00
Harrison Chase
4cc18d6c2a
Harrison/pretty print (#57) 
make stuff look nice
 2022-11-03 00:41:07 -07:00
Harrison Chase
76aff023d7
FAISS and embedding support (#48) 
also adds embeddings and an in memory docstore
 2022-11-01 21:29:39 -07:00
Harrison Chase
e982cf4b2e
Harrison/update docstore (#47) 
change docstore interface
 2022-10-31 21:18:52 -07:00
Harrison Chase
160af4ba6b
Harrison/map reduce (#36) 2022-10-31 20:17:22 -07:00
Harrison Chase
fba30e07d1
factor out mock python repl (#43) 2022-10-30 18:09:04 -07:00
Harrison Chase
7b0d02ac51
prompt templating (#41) 
Co-authored-by: Samantha Whitmore <whitmore.samantha@gmail.com>
 2022-10-30 09:45:27 -07:00
Harrison Chase
af81e9ca9c
add sql database (#35) 2022-10-27 23:21:47 -07:00
Harrison Chase
ce7b14b843
Harrison/add react chain (#24) 
from https://arxiv.org/abs/2210.03629

still need to think if docstore abstraction makes sense
 2022-10-26 21:02:23 -07:00
Harrison Chase
020c42dcae
Harrison/add huggingface hub (#23) 
Add support for huggingface hub

I could not find a good way to enforce stop tokens over the huggingface
hub api - that needs to hopefully be cleaned up in the future
 2022-10-25 22:00:33 -07:00
Harrison Chase
d2fdcba29d
fix test name (#22) 2022-10-25 20:22:16 -07:00
Harrison Chase
1ef3ab4d0e
Harrison/add natbot (#18) 2022-10-24 19:56:26 -07:00
Harrison Chase
18aeb72012 initial commit 2022-10-24 14:51:15 -07:00