1. 1. Introduction
2. 2. Get Started
3. 3. Contribution Guide
4. 1. 3.1. Building Node
5. 4. API Reference
6. 1. 4.1. Assistants
   2. 4.2. Attachments
   3. 4.3. Chat Message
   4. 4.4. Chatflows
   5. 4.5. Document Store
   6. 4.6. Feedback
   7. 4.7. Leads
   8. 4.8. Ping
   9. 4.9. Prediction
   10. 4.10. Tools
   11. 4.11. Upsert History
   12. 4.12. Variables
   13. 4.13. Vector Upsert
7. 5. Using AiMicromind
8. 1. 5.1. Agentflows
   2. 1. 5.1.1. Multi-Agents
      2. 5.1.2. Sequential Agents
      3. 1. 5.1.2.1. Video Tutorials
   3. 5.2. API
   4. 5.3. Analytic
   5. 1. 5.3.1. Arize
      2. 5.3.2. Langfuse
      3. 5.3.3. Lunary
      4. 5.3.4. Opik
      5. 5.3.5. Phoenix
   6. 5.4. Document Stores
   7. 5.5. Embed
   8. 5.6. Monitoring
   9. 5.7. Streaming
   10. 5.8. Telemetry
   11. 5.9. Uploads
   12. 5.10. Variables
   13. 5.11. Workspaces
   14. 5.12. Evaluations
9. 6. Configuration
10. 1. 6.1. Auth
    2. 1. 6.1.1. App Level
       2. 6.1.2. Chatflow Level
    3. 6.2. Databases
    4. 6.3. Deployment
    5. 1. 6.3.1. AWS
       2. 6.3.2. Azure
       3. 6.3.3. Digital Ocean
       4. 6.3.4. GCP
       5. 6.3.5. Hugging Face
       6. 6.3.6. Railway
       7. 6.3.7. Render
       8. 6.3.8. Replit
       9. 6.3.9. Sealos
       10. 6.3.10. Zeabur
    6. 6.4. Environment Variables
    7. 6.5. Rate Limit
    8. 6.6. Running aimicromind behind company proxy
    9. 6.7. SSO
    10. 6.8. Running aimicromind using Queue
    11. 6.9. Running in Production
11. 7. Integrations
12. 1. 7.1. LangChain
    2. 1. 7.1.1. Agents
       2. 1. 7.1.1.1. Airtable Agent
          2. 7.1.1.2. AutoGPT
          3. 7.1.1.3. BabyAGI
          4. 7.1.1.4. CSV Agent
          5. 7.1.1.5. Conversational Agent
          6. 7.1.1.6. Conversational Retrieval Agent
          7. 7.1.1.7. MistralAI Tool Agent
          8. 7.1.1.8. OpenAI Assistant
          9. 1. 7.1.1.8.1. Threads
          10. 7.1.1.9. OpenAI Function Agent
          11. 7.1.1.10. OpenAI Tool Agent
          12. 7.1.1.11. ReAct Agent Chat
          13. 7.1.1.12. ReAct Agent LLM
          14. 7.1.1.13. Tool Agent
          15. 7.1.1.14. XML Agent
       3. 7.1.2. Cache
       4. 1. 7.1.2.1. InMemory Cache
          2. 7.1.2.2. InMemory Embedding Cache
          3. 7.1.2.3. Momento Cache
          4. 7.1.2.4. Redis Cache
          5. 7.1.2.5. Redis Embeddings Cache
          6. 7.1.2.6. Upstash Redis Cache
       5. 7.1.3. Chains
       6. 1. 7.1.3.1. GET API Chain
          2. 7.1.3.2. OpenAPI Chain
          3. 7.1.3.3. POST API Chain
          4. 7.1.3.4. Conversation Chain
          5. 7.1.3.5. Conversational Retrieval QA Chain
          6. 7.1.3.6. LLM Chain
          7. 7.1.3.7. Multi Prompt Chain
          8. 7.1.3.8. Multi Retrieval QA Chain
          9. 7.1.3.9. Retrieval QA Chain
          10. 7.1.3.10. Sql Database Chain
          11. 7.1.3.11. Vectara QA Chain
          12. 7.1.3.12. VectorDB QA Chain
       7. 7.1.4. Chat Models
       8. 1. 7.1.4.1. AWS ChatBedrock
          2. 7.1.4.2. Azure ChatOpenAI
          3. 7.1.4.3. NVIDIA NIM
          4. 7.1.4.4. ChatAnthropic
          5. 7.1.4.5. ChatCohere
          6. 7.1.4.6. Chat Fireworks
          7. 7.1.4.7. ChatGoogleGenerativeAI
          8. 7.1.4.8. Google VertexAI
          9. 7.1.4.9. ChatHuggingFace
          10. 7.1.4.10. ChatLocalAI
          11. 7.1.4.11. ChatMistralAI
          12. 7.1.4.12. IBM Watsonx
          13. 7.1.4.13. ChatOllama
          14. 7.1.4.14. ChatOpenAI
          15. 7.1.4.15. ChatTogetherAI
          16. 7.1.4.16. GroqChat
       9. 7.1.5. Document Loaders
       10. 1. 7.1.5.1. API Loader
           2. 7.1.5.2. Airtable
           3. 7.1.5.3. Apify Website Content Crawler
           4. 7.1.5.4. Cheerio Web Scraper
           5. 7.1.5.5. Confluence
           6. 7.1.5.6. Csv File
           7. 7.1.5.7. Custom Document Loader
           8. 7.1.5.8. Document Store
           9. 7.1.5.9. Docx File
           10. 7.1.5.10. File Loader
           11. 7.1.5.11. Figma
           12. 7.1.5.12. FireCrawl
           13. 7.1.5.13. Folder with Files
           14. 7.1.5.14. GitBook
           15. 7.1.5.15. Github
           16. 7.1.5.16. Json File
           17. 7.1.5.17. Json Lines File
           18. 7.1.5.18. Notion Database
           19. 7.1.5.19. Notion Folder
           20. 7.1.5.20. Notion Page
           21. 7.1.5.21. PDF Files
           22. 7.1.5.22. Plain Text
           23. 7.1.5.23. Playwright Web Scraper
           24. 7.1.5.24. Puppeteer Web Scraper
           25. 7.1.5.25. S3 File Loader
           26. 7.1.5.26. SearchApi For Web Search
           27. 7.1.5.27. SerpApi For Web Search
           28. 7.1.5.28. Spider Web Scraper/Crawler
           29. 7.1.5.29. Text File
           30. 7.1.5.30. Unstructured File Loader
           31. 7.1.5.31. Unstructured Folder Loader
           32. 7.1.5.32. VectorStore To Document
       11. 7.1.6. Embeddings
       12. 1. 7.1.6.1. AWS Bedrock Embeddings
           2. 7.1.6.2. Azure OpenAI Embeddings
           3. 7.1.6.3. Cohere Embeddings
           4. 7.1.6.4. Google GenerativeAI Embeddings
           5. 7.1.6.5. Google VertexAI Embeddings
           6. 7.1.6.6. HuggingFace Inference Embeddings
           7. 7.1.6.7. LocalAI Embeddings
           8. 7.1.6.8. MistralAI Embeddings
           9. 7.1.6.9. Ollama Embeddings
           10. 7.1.6.10. OpenAI Embeddings
           11. 7.1.6.11. OpenAI Embeddings Custom
           12. 7.1.6.12. TogetherAI Embedding
           13. 7.1.6.13. VoyageAI Embeddings
       13. 7.1.7. LLMs
       14. 1. 7.1.7.1. AWS Bedrock
           2. 7.1.7.2. Azure OpenAI
           3. 7.1.7.3. Cohere
           4. 7.1.7.4. GoogleVertex AI
           5. 7.1.7.5. HuggingFace Inference
           6. 7.1.7.6. Ollama
           7. 7.1.7.7. OpenAI
           8. 7.1.7.8. Replicate
       15. 7.1.8. Memory
       16. 1. 7.1.8.1. Buffer Memory
           2. 7.1.8.2. Buffer Window Memory
           3. 7.1.8.3. Conversation Summary Memory
           4. 7.1.8.4. Conversation Summary Buffer Memory
           5. 7.1.8.5. DynamoDB Chat Memory
           6. 7.1.8.6. MongoDB Atlas Chat Memory
           7. 7.1.8.7. Redis-Backed Chat Memory
           8. 7.1.8.8. Upstash Redis-Backed Chat Memory
           9. 7.1.8.9. Zep Memory
       17. 7.1.9. Moderation
       18. 1. 7.1.9.1. OpenAI Moderation
           2. 7.1.9.2. Simple Prompt Moderation
       19. 7.1.10. Output Parsers
       20. 1. 7.1.10.1. CSV Output Parser
           2. 7.1.10.2. Custom List Output Parser
           3. 7.1.10.3. Structured Output Parser
           4. 7.1.10.4. Advanced Structured Output Parser
       21. 7.1.11. Prompts
       22. 1. 7.1.11.1. Chat Prompt Template
           2. 7.1.11.2. Few Shot Prompt Template
           3. 7.1.11.3. Prompt Template
       23. 7.1.12. Record Managers
       24. 7.1.13. Retrievers
       25. 1. 7.1.13.1. Extract Metadata Retriever
           2. 7.1.13.2. Custom Retriever
           3. 7.1.13.3. Cohere Rerank Retriever
           4. 7.1.13.4. Embeddings Filter Retriever
           5. 7.1.13.5. HyDE Retriever
           6. 7.1.13.6. LLM Filter Retriever
           7. 7.1.13.7. Multi Query Retriever
           8. 7.1.13.8. Prompt Retriever
           9. 7.1.13.9. Reciprocal Rank Fusion Retriever
           10. 7.1.13.10. Similarity Score Threshold Retriever
           11. 7.1.13.11. Vector Store Retriever
           12. 7.1.13.12. Voyage AI Rerank Retriever
       26. 7.1.14. Text Splitters
       27. 1. 7.1.14.1. Character Text Splitter
           2. 7.1.14.2. Code Text Splitter
           3. 7.1.14.3. Html-To-Markdown Text Splitter
           4. 7.1.14.4. Markdown Text Splitter
           5. 7.1.14.5. Recursive Character Text Splitter
           6. 7.1.14.6. Token Text Splitter
       28. 7.1.15. Tools
       29. 1. 7.1.15.1. BraveSearch API
           2. 7.1.15.2. Calculator
           3. 7.1.15.3. Chain Tool
           4. 7.1.15.4. Chatflow Tool
           5. 7.1.15.5. Custom Tool
           6. 7.1.15.6. Exa Search
           7. 7.1.15.7. Google Custom Search
           8. 7.1.15.8. OpenAPI Toolkit
           9. 7.1.15.9. Code Interpreter by E2B
           10. 7.1.15.10. Read File
           11. 7.1.15.11. Request Get
           12. 7.1.15.12. Request Post
           13. 7.1.15.13. Retriever Tool
           14. 7.1.15.14. SearchApi
           15. 7.1.15.15. SearXNG
           16. 7.1.15.16. Serp API
           17. 7.1.15.17. Serper
           18. 7.1.15.18. Tavily
           19. 7.1.15.19. Web Browser
           20. 7.1.15.20. Write File
       30. 7.1.16. Vector Stores
       31. 1. 7.1.16.1. AstraDB
           2. 7.1.16.2. Chroma
           3. 7.1.16.3. Couchbase
           4. 7.1.16.4. Elastic
           5. 7.1.16.5. Faiss
           6. 7.1.16.6. In-Memory Vector Store
           7. 7.1.16.7. Milvus
           8. 7.1.16.8. MongoDB Atlas
           9. 7.1.16.9. OpenSearch
           10. 7.1.16.10. Pinecone
           11. 7.1.16.11. Postgres
           12. 7.1.16.12. Qdrant
           13. 7.1.16.13. Redis
           14. 7.1.16.14. SingleStore
           15. 7.1.16.15. Supabase
           16. 7.1.16.16. Upstash Vector
           17. 7.1.16.17. Vectara
           18. 7.1.16.18. Weaviate
           19. 7.1.16.19. Zep Collection - Open Source
           20. 7.1.16.20. Zep Collection - Cloud
    3. 7.2. LiteLLM Proxy
    4. 7.3. LlamaIndex
    5. 1. 7.3.1. Agents
       2. 1. 7.3.1.1. OpenAI Tool Agent
          2. 7.3.1.2. Anthropic Tool Agent
       3. 7.3.2. Chat Models
       4. 1. 7.3.2.1. AzureChatOpenAI
          2. 7.3.2.2. ChatAnthropic
          3. 7.3.2.3. ChatMistral
          4. 7.3.2.4. ChatOllama
          5. 7.3.2.5. ChatOpenAI
          6. 7.3.2.6. ChatTogetherAI
          7. 7.3.2.7. ChatGroq
       5. 7.3.3. Embeddings
       6. 1. 7.3.3.1. Azure OpenAI Embeddings
          2. 7.3.3.2. OpenAI Embedding
       7. 7.3.4. Engine
       8. 1. 7.3.4.1. Query Engine
          2. 7.3.4.2. Simple Chat Engine
          3. 7.3.4.3. Context Chat Engine
          4. 7.3.4.4. Sub-Question Query Engine
       9. 7.3.5. Response Synthesizer
       10. 1. 7.3.5.1. Refine
           2. 7.3.5.2. Compact And Refine
           3. 7.3.5.3. Simple Response Builder
           4. 7.3.5.4. Tree Summarize
       11. 7.3.6. Tools
       12. 1. 7.3.6.1. Query Engine Tool
       13. 7.3.7. Vector Stores
       14. 1. 7.3.7.1. Pinecone
           2. 7.3.7.2. SimpleStore
    6. 7.4. Utilities
    7. 1. 7.4.1. Custom JS Function
       2. 7.4.2. Set/Get Variable
       3. 7.4.3. If Else
       4. 7.4.4. Sticky Note
    8. 7.5. External Integrations
    9. 1. 7.5.1. Zapier Zaps
13. 8. Migration Guide
14. 1. 8.1. Cloud Migration
    2. 8.2. v1.3.0 Migration Guide
    3. 8.3. v1.4.3 Migration Guide
    4. 8.4. v2.1.4 Migration Guide
15. 9. Use Cases
16. 1. 9.1. Calling Children Flows
    2. 9.2. Calling Webhook
    3. 9.3. Interacting with API
    4. 9.4. Multiple Documents QnA
    5. 9.5. SQL QnA
    6. 9.6. Upserting Data
    7. 9.7. Web Scrape QnA