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v0.0.112
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184 Commits

Author SHA1 Message Date
Harrison Chase
f8b605293f Harrison/improve memory (#432) 
add AI prefix

add new type of memory

Co-authored-by: Jason <chisanch@usc.edu>
 2022-12-27 08:23:51 -05:00
Harrison Chase
ee3b8e89b3 better parsing of agent output (#418) 2022-12-25 09:53:36 -05:00
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