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Description

LangChain provides a comprehensive framework that empowers developers to build and scale intelligent applications using large language models (LLMs). By integrating data and APIs, LangChain enables context-aware applications that can perform reasoning tasks. The suite includes LangGraph, a tool for orchestrating complex workflows, and LangSmith, a platform for monitoring and optimizing LLM-driven agents. LangChain supports the full lifecycle of LLM applications, offering tools to handle everything from initial design and deployment to post-launch performance management. Its flexibility makes it an ideal solution for businesses looking to enhance their applications with AI-powered reasoning and automation.

Description

txtai is a comprehensive open-source embeddings database that facilitates semantic search, orchestrates large language models, and streamlines language model workflows. It integrates sparse and dense vector indexes, graph networks, and relational databases, creating a solid infrastructure for vector search while serving as a valuable knowledge base for applications involving LLMs. Users can leverage txtai to design autonomous agents, execute retrieval-augmented generation strategies, and create multi-modal workflows. Among its standout features are support for vector search via SQL, integration with object storage, capabilities for topic modeling, graph analysis, and the ability to index multiple modalities. It enables the generation of embeddings from a diverse range of data types including text, documents, audio, images, and video. Furthermore, txtai provides pipelines driven by language models to manage various tasks like LLM prompting, question-answering, labeling, transcription, translation, and summarization, thereby enhancing the efficiency of these processes. This innovative platform not only simplifies complex workflows but also empowers developers to harness the full potential of AI technologies.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Python
AI Crypto-Kit
Arize Phoenix
Bruinen
CodeQwen
DataChain
Databricks Data Intelligence Platform
DeepEval
FalkorDB
FriendliAI
Jamba
Jina Reranker
Knative
LangGraph
LangSmith
Langtrace
NVIDIA Blueprints
Pinecone Rerank v0
Remind
Unity Catalog

Integrations

Python
AI Crypto-Kit
Arize Phoenix
Bruinen
CodeQwen
DataChain
Databricks Data Intelligence Platform
DeepEval
FalkorDB
FriendliAI
Jamba
Jina Reranker
Knative
LangGraph
LangSmith
Langtrace
NVIDIA Blueprints
Pinecone Rerank v0
Remind
Unity Catalog

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

LangChain

Founded

2022

Country

United States

Website

www.langchain.com

Vendor Details

Company Name

NeuML

Country

United States

Website

neuml.github.io/txtai/

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