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AKILIBOT

Introduction
Get Started
API Reference
API Reference
- API Reference
- Assistants
- Attachments
- Chat Message
- Chatflows
- Document Store
- Feedback
- Leads
- Ping
- Prediction
- Tools
- Upsert History
- Variables
- Vector Upsert
CLI Reference
CLI Reference
- CLI Reference
- User
Using Akilibot
Using Akilibot
- Using Akilibot
- Agentflow V2
- Prediction
- Streaming
- Document Stores
- Upsertion
- Analytic
  Analytic
  - Analytic
  - Arize
  - LangWatch
  - Langfuse
  - Lunary
  - Opik
  - Phoenix
- Embed
- Uploads
- Variables
- Workspaces
- Evaluations
Configuration
Configuration
- Configuration
- Auth
  Auth
  - Auth
  - Application
  - Flows
- SSO
Integrations
Integrations
- Integrations
- LangChain
  LangChain
  - LangChain
  - Agents
    Agents
    
    Agents
    
    Airtable Agent
    
    AutoGPT
    
    BabyAGI
    
    CSV Agent
    
    Conversational Agent
    
    Conversational Retrieval Agent
    
    MistralAI Tool Agent
    
    OpenAI Assistant
    OpenAI Assistant
    
    OpenAI Assistant
    
    Threads
    
    OpenAI Function Agent
    
    OpenAI Tool Agent
    
    ReAct Agent Chat
    
    ReAct Agent LLM
    
    Tool Agent
    
    XML Agent
  - Cache
    Cache
    
    Cache
    
    InMemory Cache
    
    InMemory Embedding Cache
    
    Momento Cache
    
    Redis Cache
    
    Redis Embeddings Cache
    
    Upstash Redis Cache
  - Chains
    Chains
    
    Chains
    
    GET API Chain
    
    OpenAPI Chain
    
    POST API Chain
    
    Conversation Chain
    
    Conversational Retrieval QA Chain
    
    LLM Chain
    
    Multi Prompt Chain
    
    Multi Retrieval QA Chain
    
    Retrieval QA Chain
    
    Sql Database Chain
    
    Vectara QA Chain
    
    VectorDB QA Chain
  - Chat Models
    Chat Models
    
    Chat Models
    
    AWS ChatBedrock
    
    Azure ChatOpenAI
    
    NVIDIA NIM
    
    ChatCometAPI
    
    ChatAnthropic
    
    ChatCohere
    
    Chat Fireworks
    
    ChatGoogleGenerativeAI
    
    Google VertexAI
    
    ChatHuggingFace
    
    ChatLocalAI
    
    ChatMistralAI
    
    IBM Watsonx
    
    ChatOllama
    
    ChatOpenAI
    
    ChatTogetherAI
    
    GroqChat
  - Document Loaders
    Document Loaders
    
    Document Loaders
    
    Airtable
    
    API Loader
    
    Apify Website Content Crawler
    
    BraveSearch Loader
    
    Cheerio Web Scraper
    
    Confluence
    
    Csv File
    
    Custom Document Loader
    
    Document Store
    
    Docx File
    
    Epub File
    
    Figma
    
    File
    
    FireCrawl
    
    Folder
    
    GitBook
    
    Github
    
    Google Drive
    
    Google Sheets
    
    Jira
    
    Json File
    
    Json Lines File
    
    Microsoft Excel
    
    Microsoft Powerpoint
    
    Microsoft Word
    
    Notion
    
    Oxylabs
    
    PDF Files
    
    Plain Text
    
    Playwright Web Scraper
    
    Puppeteer Web Scraper
    
    S3 File Loader
    
    SearchApi For Web Search
    
    SerpApi For Web Search
    
    Spider - web search & crawler
    
    Text File
    
    Unstructured File Loader
    
    Unstructured Folder Loader
  - Embeddings
    Embeddings
    
    Embeddings
    
    AWS Bedrock Embeddings
    
    Azure OpenAI Embeddings
    
    Cohere Embeddings
    
    Google GenerativeAI Embeddings
    
    Google VertexAI Embeddings
    
    HuggingFace Inference Embeddings
    
    LocalAI Embeddings
    
    MistralAI Embeddings
    
    Ollama Embeddings
    
    OpenAI Embeddings
    
    OpenAI Embeddings Custom
    
    TogetherAI Embedding
    
    VoyageAI Embeddings
  - LLMs
    LLMs
    
    LLMs
    
    AWS Bedrock
    
    Azure OpenAI
    
    Cohere
    
    GoogleVertex AI
    
    HuggingFace Inference
    
    Ollama
    
    OpenAI
    
    Replicate
  - Memory
    Memory
    
    Memory
    
    Buffer Memory
    
    Buffer Window Memory
    
    Conversation Summary Memory
    
    Conversation Summary Buffer Memory
    
    DynamoDB Chat Memory
    
    MongoDB Atlas Chat Memory
    
    Redis-Backed Chat Memory
    
    Upstash Redis-Backed Chat Memory
    
    Zep Memory
  - Moderation
    Moderation
    
    Moderation
    
    OpenAI Moderation
    
    Simple Prompt Moderation
  - Output Parsers
    Output Parsers
    
    Output Parsers
    
    CSV Output Parser
    
    Custom List Output Parser
    
    Structured Output Parser
    
    Advanced Structured Output Parser
  - Prompts
    Prompts
    
    Prompts
    
    Chat Prompt Template
    
    Few Shot Prompt Template
    
    Prompt Template
  - Record Managers
  - Retrievers
    Retrievers
    
    Retrievers
    
    Extract Metadata Retriever
    
    Custom Retriever
    
    Cohere Rerank Retriever
    
    Embeddings Filter Retriever
    
    HyDE Retriever
    
    LLM Filter Retriever
    
    Multi Query Retriever
    
    Prompt Retriever
    
    Reciprocal Rank Fusion Retriever
    
    Similarity Score Threshold Retriever
    
    Vector Store Retriever
    
    Voyage AI Rerank Retriever
  - Text Splitters
    Text Splitters
    
    Text Splitters
    
    Character Text Splitter
    
    Code Text Splitter
    
    Html-To-Markdown Text Splitter
    
    Markdown Text Splitter
    
    Recursive Character Text Splitter
    
    Token Text Splitter
  - Tools
    Tools
    
    Tools
    
    BraveSearch API
    
    Browserless MCP
    
    Calculator
    
    Chain Tool
    
    Chatflow Tool
    
    Code Interpreter by E2B
    
    Custom Tool
    
    Exa Search
    
    Gmail
    
    Google Calendar
    
    Google Custom Search
    
    Google Drive
    
    Google Sheets
    
    Microsoft Outlook
    
    Microsoft Teams
    
    OpenAPI Toolkit
    
    Pipedream MCP
    
    Read File
    
    Request Get
    
    Request Post
    
    Retriever Tool
    
    SearchApi
    
    SearXNG
    
    Serp API
    
    Serper
    
    Slack MCP
    
    Tavily
    
    Web Browser
    
    Write File
  - Vector Stores
    Vector Stores
    
    Vector Stores
    
    AstraDB
    
    Chroma
    
    Couchbase
    
    Elastic
    
    Faiss
    
    In-Memory Vector Store
    
    Milvus
    
    MongoDB Atlas
    
    OpenSearch
    
    Pinecone
    
    Postgres
    
    Qdrant
    
    Redis
    
    SingleStore
    
    Supabase
    
    Upstash Vector
    
    Vectara
    
    Weaviate
    
    Zep Collection - Open Source
    
    Zep Collection - Cloud
- LiteLLM Proxy
- LlamaIndex
  LlamaIndex
  - LlamaIndex
  - Agents
    Agents
    
    Agents
    
    OpenAI Tool Agent
    
    Anthropic Tool Agent
  - Chat Models
    Chat Models
    
    Chat Models
    
    AzureChatOpenAI
    
    ChatAnthropic
    
    ChatMistral
    
    ChatOllama
    
    ChatOpenAI
    
    ChatTogetherAI
    
    ChatGroq
  - Embeddings
    Embeddings
    
    Embeddings
    
    Azure OpenAI Embeddings
    
    OpenAI Embedding
  - Engine
    Engine
    
    Engine
    
    Query Engine
    
    Simple Chat Engine
    
    Context Chat Engine
    
    Sub-Question Query Engine
  - Response Synthesizer
    Response Synthesizer
    
    Response Synthesizer
    
    Refine
    
    Compact And Refine
    
    Simple Response Builder
    
    Tree Summarize
  - Tools
    Tools
    
    Tools
    
    Query Engine Tool
  - Vector Stores
    Vector Stores
    
    Vector Stores
    
    Pinecone
    
    SimpleStore
- Utilities
  Utilities
- External Integrations
  External Integrations
Tutorials
Tutorials

Write File¶

Warning

This tool will be removed in Akilibot v3.0.11

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