Zvec
zvec.org- Good for
- Builders
- Category
- Development Tools
- Lets you
- Run vector similarity search inside your own application
Tagged “Retrieval Augmented Generation”
16 tools
Semantica
hawksight-ai.github.io- Good for
- Builders, Businesses
- Category
- Development Tools
- Lets you
- Extract entities and relationships from documents into a knowledge graph
MemU
memu.pro- Category
- AI Agents
- What it does
- MemU is an agent memory platform for large language model applications that manages, organizes and retrieves long-term memories for AI agents. It offers Python and JavaScript SDKs and a REST API for integration into existing LLM applications.
Pocketflow
pocketflow.dev- Category
- Development Tools
- What it does
- Pocketflow is a framework for orchestrating workflows built around large language model calls, using single-step nodes, multi-step nodes and nested sub-flows. It supports retry logic, batch processing and asynchronous execution for building retrieval-augmented generation and multi-agent systems.
Memobase
memobase.io- Category
- AI Agents
- What it does
- Memobase is an open-source, cloud-ready memory backend for AI applications that stores structured user profiles and memory events. It lets developers build agents and consumer apps that retain user preferences and interactions across sessions.
Vectorize
vectorize.io- Category
- Development Tools
- What it does
- Vectorize is a RAG-as-a-Service platform that extracts text, images and tables from documents such as PDFs and Word files and builds optimized vector search indexes for AI applications. It offers a retrieval API, re-ranking and a no-code interface, and it can connect to external data sources.
Kapa.ai
kapa.ai- Category
- Development Tools
- What it does
- Kapa.ai is a platform that turns technical documentation and knowledge bases into AI assistants that answer product questions. It integrates with tools such as Slack, Discord and documentation systems, and includes analytics on user queries and content gaps.
Docling
ds4sd.github.io- Category
- Development Tools
- What it does
- Docling is an open-source document processing toolkit that parses formats such as PDF, DOCX, XLSX, HTML and images, and exports the results to Markdown, HTML or JSON. It includes OCR support, a command-line interface and integrations with frameworks such as LangChain and LlamaIndex.
Mastra
mastra.ai- Category
- Development Tools
- What it does
- Mastra is an open-source TypeScript framework for building and deploying AI agents, workflows, and applications. It provides tools for agent creation, memory, tool calling, RAG, and evaluation within a JavaScript/TypeScript stack.
Haystack
haystack.deepset.ai- Category
- Development Tools
- What it does
- Haystack is a composable open-source framework for building production-ready AI applications from customizable components. It supports LLM-based pipelines, retrieval-augmented generation, chat interfaces and deployment on Kubernetes or on-premises environments.
Eigent Bot
bot.eigent.ai- Category
- AI Agents
- What it does
- EigentBot is a no-code platform for building customer service chatbots built on the CAMEL-AI.org framework. It uses Retrieval-Augmented Generation to create a knowledge base from business data, documents and linked sources, and deploys the bot to messaging platforms such as Discord, Slack and Telegram.
RunPod
runpod.io- Category
- Development Tools
- What it does
- RunPod is a cloud platform for developing, training, fine-tuning and deploying AI and machine learning models. It provides on-demand GPU pods, pre-configured templates and serverless inference that scales GPU workers with demand.
Crawl4AI
github.com- Category
- Development Tools
- What it does
- Crawl4AI is an open-source web crawler and scraper that produces LLM-friendly Markdown and structured data from web pages. It supports browser control, CSS-based extraction and LLM-driven structured extraction, and can be installed via pip or Docker.
Pegasus Reranker (Fusion)
onyxstudiosinteractive.com- Category
- Automation
- What it does
- Pegasus Reranker (Fusion) is a reranking workflow package for N8N that scores documents retrieved from RAG and web searches by their relevance to user questions for chatbot responses. It includes N8N workflows, a Brave Search reranker and Flowise chatflows.
Vellum
vellum.ai- Category
- Development Tools
- What it does
- Vellum is a platform for building, evaluating, deploying and monitoring AI features and products. It offers a Workflows IDE, tooling for prompting, orchestration, evaluations, retrieval, deployment and observability, and supports teams that collaborate on AI development.
FinetuneFast
finetunefast.com- Category
- Development Tools
- What it does
- FinetuneFast is a platform and boilerplate framework for finetuning and deploying machine learning models, including text-to-image, LLM and RAG applications. It provides pre-configured training scripts, one-click deployment and auto-scaling infrastructure for developers and businesses.