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.md | # Migrating
## 🚨Breaking Changes for select chains (SQLDatabase) on 7/28/23
In an effort to make `langchain` leaner and safer, we are moving select chains to `langchain_experimental`.
This migration has already started, but we are remaining backwards compatible until 7/28.
On that date, we will remove functionality ... | C:\Users\wesla\CodePilotAI\repositories\langchain\MIGRATE.md |
.md | # 🦜️🔗 LangChain
⚡ Build context-aware reasoning applications ⚡
[](https://github.com/langchain-ai/langchain/releases)
[](https://github.com/langch... | C:\Users\wesla\CodePilotAI\repositories\langchain\README.md |
.md | # Security Policy
## Reporting a Vulnerability
Please report security vulnerabilities by email to `security@langchain.dev`.
This email is an alias to a subset of our maintainers, and will ensure the issue is promptly triaged and acted upon as needed.
| C:\Users\wesla\CodePilotAI\repositories\langchain\SECURITY.md |
.md | # Dev container
This project includes a [dev container](https://containers.dev/), which lets you use a container as a full-featured dev environment.
You can use the dev container configuration in this folder to build and run the app without needing to install any of its tools locally! You can use it in [GitHub Codesp... | C:\Users\wesla\CodePilotAI\repositories\langchain\.devcontainer\README.md |
.md | # Contributor Covenant Code of Conduct
## Our Pledge
We as members, contributors, and leaders pledge to make participation in our
community a harassment-free experience for everyone, regardless of age, body
size, visible or invisible disability, ethnicity, sex characteristics, gender
identity and expression, level of... | C:\Users\wesla\CodePilotAI\repositories\langchain\.github\CODE_OF_CONDUCT.md |
.md | # Contributing to LangChain
Hi there! Thank you for even being interested in contributing to LangChain.
As an open-source project in a rapidly developing field, we are extremely open to contributions, whether they involve new features, improved infrastructure, better documentation, or bug fixes.
To learn how to contr... | C:\Users\wesla\CodePilotAI\repositories\langchain\.github\CONTRIBUTING.md |
.md | Thank you for contributing to LangChain!
- [ ] **PR title**: "package: description"
- Where "package" is whichever of langchain, community, core, experimental, etc. is being modified. Use "docs: ..." for purely docs changes, "templates: ..." for template changes, "infra: ..." for CI changes.
- Example: "community:... | C:\Users\wesla\CodePilotAI\repositories\langchain\.github\PULL_REQUEST_TEMPLATE.md |
.md | # LangChain cookbook
Example code for building applications with LangChain, with an emphasis on more applied and end-to-end examples than contained in the [main documentation](https://python.langchain.com).
Notebook | Description
:- | :-
[LLaMA2_sql_chat.ipynb](https://github.com/langchain-ai/langchain/tree/master/co... | C:\Users\wesla\CodePilotAI\repositories\langchain\cookbook\README.md |
.md | # LangChain Documentation
For more information on contributing to our documentation, see the [Documentation Contributing Guide](https://python.langchain.com/docs/contributing/documentation)
| C:\Users\wesla\CodePilotAI\repositories\langchain\docs\README.md |
.txt | -e ../libs/langchain
-e ../libs/community
-e ../libs/core
urllib3==1.26.18
| C:\Users\wesla\CodePilotAI\repositories\langchain\docs\vercel_requirements.txt |
.txt | -e libs/experimental
-e libs/langchain
-e libs/core
-e libs/community
pydantic<2
autodoc_pydantic==1.8.0
myst_parser
nbsphinx==0.8.9
sphinx>=5
sphinx-autobuild==2021.3.14
sphinx_rtd_theme==1.0.0
sphinx-typlog-theme==0.8.0
sphinx-panels
toml
myst_nb
sphinx_copybutton
pydata-sphinx-theme==0.13.1 | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\api_reference\requirements.txt |
.txt | Copyright (c) 2007-2023 The scikit-learn developers.
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice, this
list of conditions an... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\api_reference\templates\COPYRIGHT.txt |
.txt | Copyright (c) 2007-2023 The scikit-learn developers.
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice, this
list of conditions an... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\api_reference\themes\COPYRIGHT.txt |
.md | # Security
LangChain has a large ecosystem of integrations with various external resources like local and remote file systems, APIs and databases. These integrations allow developers to create versatile applications that combine the power of LLMs with the ability to access, interact with and manipulate external resour... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\security.md |
.md | # Debugging
If you're building with LLMs, at some point something will break, and you'll need to debug. A model call will fail, or the model output will be misformatted, or there will be some nested model calls and it won't be clear where along the way an incorrect output was created.
Here are a few different tools a... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\guides\debugging.md |
.md | # Pydantic compatibility
- Pydantic v2 was released in June, 2023 (https://docs.pydantic.dev/2.0/blog/pydantic-v2-final/)
- v2 contains has a number of breaking changes (https://docs.pydantic.dev/2.0/migration/)
- Pydantic v2 and v1 are under the same package name, so both versions cannot be installed at the same time... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\guides\pydantic_compatibility.md |
.md | # LLMonitor
>[LLMonitor](https://llmonitor.com?utm_source=langchain&utm_medium=py&utm_campaign=docs) is an open-source observability platform that provides cost and usage analytics, user tracking, tracing and evaluation tools.
<video controls width='100%' >
<source src='https://llmonitor.com/videos/demo-annotated.m... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\callbacks\llmonitor.md |
.md | # Streamlit
> **[Streamlit](https://streamlit.io/) is a faster way to build and share data apps.**
> Streamlit turns data scripts into shareable web apps in minutes. All in pure Python. No front‑end experience required.
> See more examples at [streamlit.io/generative-ai](https://streamlit.io/generative-ai).
[ ecosystem within LangChain.
## What is Remembrall?
Remembrall gives your language model long-term memory, retrieval augmented generation, and complete observability with just a few lines of code.
 is a cloud collaboration service.
`Airtable` is a spreadsheet-database hybrid, with the features of a database but applied to a spreadsheet.
> The fields in an Airtable table are similar to cells in a spreadsheet, but have types such as 'checkbox',
> 'ph... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\airtable.md |
.md | # AwaDB
>[AwaDB](https://github.com/awa-ai/awadb) is an AI Native database for the search and storage of embedding vectors used by LLM Applications.
## Installation and Setup
```bash
pip install awadb
```
## Vector Store
```python
from langchain_community.vectorstores import AwaDB
```
See a [usage example](/doc... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\awadb.md |
.md | # Baseten
[Baseten](https://baseten.co) provides all the infrastructure you need to deploy and serve ML models performantly, scalably, and cost-efficiently.
As a model inference platform, Baseten is a `Provider` in the LangChain ecosystem. The Baseten integration currently implements a single `Component`, LLMs, but m... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\baseten.md |
.md | # BREEBS (Open Knowledge)
[BREEBS](https://www.breebs.com/) is an open collaborative knowledge platform.
Anybody can create a Breeb, a knowledge capsule based on PDFs stored on a Google Drive folder.
A breeb can be used by any LLM/chatbot to improve its expertise, reduce hallucinations and give access to sources.
Beh... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\breebs.md |
.md | Databricks
==========
The [Databricks](https://www.databricks.com/) Lakehouse Platform unifies data, analytics, and AI on one platform.
Databricks embraces the LangChain ecosystem in various ways:
1. Databricks connector for the SQLDatabase Chain: SQLDatabase.from_databricks() provides an easy way to query your data... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\databricks.md |
.md | # Fireworks
This page covers how to use [Fireworks](https://fireworks.ai/) models within
Langchain.
## Installation and setup
- Install the Fireworks integration package.
```
pip install langchain-fireworks
```
- Get a Fireworks API key by signing up at [fireworks.ai](https://fireworks.ai).
- Authenticate by... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\fireworks.md |
.md | # Marqo
This page covers how to use the Marqo ecosystem within LangChain.
### **What is Marqo?**
Marqo is a tensor search engine that uses embeddings stored in in-memory HNSW indexes to achieve cutting edge search speeds. Marqo can scale to hundred-million document indexes with horizontal index sharding and allows f... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\marqo.md |
.md | # Predibase
Learn how to use LangChain with models on Predibase.
## Setup
- Create a [Predibase](https://predibase.com/) account and [API key](https://docs.predibase.com/sdk-guide/intro).
- Install the Predibase Python client with `pip install predibase`
- Use your API key to authenticate
### LLM
Predibase integra... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\predibase.md |
.md | # PubMed
# PubMed
>[PubMed®](https://pubmed.ncbi.nlm.nih.gov/) by `The National Center for Biotechnology Information, National Library of Medicine`
> comprises more than 35 million citations for biomedical literature from `MEDLINE`, life science journals, and online books.
> Citations may include links to full text... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\pubmed.md |
.md | # Shale Protocol
[Shale Protocol](https://shaleprotocol.com) provides production-ready inference APIs for open LLMs. It's a Plug & Play API as it's hosted on a highly scalable GPU cloud infrastructure.
Our free tier supports up to 1K daily requests per key as we want to eliminate the barrier for anyone to start buil... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\shaleprotocol.md |
.md | # Vearch
[Vearch](https://github.com/vearch/vearch) is a scalable distributed system for efficient similarity search of deep learning vectors.
# Installation and Setup
Vearch Python SDK enables vearch to use locally. Vearch python sdk can be installed easily by pip install vearch.
# Vectorstore
Vearch also can use... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\vearch.md |
.md | # Portkey
>[Portkey](https://docs.portkey.ai/overview/introduction) is a platform designed to streamline the deployment
> and management of Generative AI applications.
> It provides comprehensive features for monitoring, managing models,
> and improving the performance of your AI applications.
## LLMOps for Langcha... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\integrations\providers\portkey\index.md |
.md | ---
sidebar_class_name: hidden
---
# LangSmith
[LangSmith](https://smith.langchain.com) helps you trace and evaluate your language model applications and intelligent agents to help you
move from prototype to production.
Check out the [interactive walkthrough](/docs/langsmith/walkthrough) to get started.
For more in... | C:\Users\wesla\CodePilotAI\repositories\langchain\docs\docs\langsmith\index.md |
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