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A minimal library to make Chainlit easier to use.

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Easierlit

Python Chainlit

Easierlit is a Python-first wrapper around Chainlit. It keeps the power of Chainlit while reducing the boilerplate for worker loops, message flow, auth, and persistence.

Quick Links

Why Easierlit

  • Clear runtime split:
  • EasierlitServer: runs Chainlit in the main process.
  • EasierlitClient: runs your run_funcs in global thread workers (one thread per function).
  • EasierlitApp: queue bridge for inbound/outbound communication.
  • Production-oriented defaults:
  • headless server mode
  • sidebar default state open
  • JWT secret auto-management (.chainlit/jwt.secret)
  • scoped auth cookie default (easierlit_access_token_<hash>)
  • fail-fast worker policy
  • Practical persistence behavior:
  • default SQLite bootstrap (.chainlit/easierlit.db)
  • schema compatibility recovery
  • SQLite tags normalization for thread CRUD

Architecture at a Glance

User UI
  -> Chainlit callbacks (on_message / on_chat_start / ...)
  -> Easierlit runtime bridge
  -> EasierlitApp incoming queue
  -> run_funcs[i](app) in workers (thread)
  -> app.* APIs (message + thread CRUD)
  -> runtime dispatcher
  -> realtime session OR data-layer fallback

Install

pip install easierlit

For local development:

pip install -e ".[dev]"

Quick Start (60 Seconds)

from easierlit import AppClosedError, EasierlitClient, EasierlitServer


def run_func(app):
    while True:
        try:
            incoming = app.recv(timeout=1.0)
        except TimeoutError:
            continue
        except AppClosedError:
            break

        app.add_message(
            thread_id=incoming.thread_id,
            content=f"Echo: {incoming.content}",
            author="EchoBot",
        )


client = EasierlitClient(run_funcs=[run_func])
server = EasierlitServer(client=client)
server.serve()  # blocking

Async worker pattern:

from easierlit import AppClosedError, EasierlitClient, EasierlitServer


async def run_func(app):
    while True:
        try:
            incoming = await app.arecv()
        except AppClosedError:
            break

        app.add_message(
            thread_id=incoming.thread_id,
            content=f"Echo: {incoming.content}",
            author="EchoBot",
        )


client = EasierlitClient(
    run_funcs=[run_func],
    run_func_mode="auto",  # auto/sync/async
)
server = EasierlitServer(client=client)
server.serve()

Image element example (without Markdown):

from chainlit.element import Image


image = Image(name="diagram.png", path="/absolute/path/diagram.png")
app.add_message(
    thread_id=incoming.thread_id,
    content="Attached image",
    elements=[image],
)

External in-process enqueue example:

message_id = app.enqueue(
    thread_id="thread-external",
    content="hello from external integration",
    session_id="webhook-1",
    author="Webhook",
)

Public API

EasierlitServer(
    client,
    host="127.0.0.1",
    port=8000,
    root_path="",
    auth=None,
    persistence=None,
    discord=None,
)

EasierlitClient(run_funcs, worker_mode="thread", run_func_mode="auto")

EasierlitApp.recv(timeout=None)
EasierlitApp.arecv(timeout=None)
EasierlitApp.enqueue(thread_id, content, session_id="external", author="User", message_id=None, metadata=None, elements=None, created_at=None) -> str
EasierlitApp.add_message(thread_id, content, author="Assistant", metadata=None, elements=None) -> str
EasierlitApp.add_tool(thread_id, tool_name, content, metadata=None, elements=None) -> str
EasierlitApp.add_thought(thread_id, content, metadata=None, elements=None) -> str  # tool_name is fixed to "Reasoning"
EasierlitApp.update_message(thread_id, message_id, content, metadata=None, elements=None)
EasierlitApp.update_tool(thread_id, message_id, tool_name, content, metadata=None, elements=None)
EasierlitApp.update_thought(thread_id, message_id, content, metadata=None, elements=None)  # tool_name is fixed to "Reasoning"
EasierlitApp.delete_message(thread_id, message_id)
EasierlitApp.list_threads(first=20, cursor=None, search=None, user_identifier=None)
EasierlitApp.get_thread(thread_id)
EasierlitApp.get_messages(thread_id) -> dict
EasierlitApp.new_thread(name=None, metadata=None, tags=None) -> str
EasierlitApp.update_thread(thread_id, name=None, metadata=None, tags=None)
EasierlitApp.delete_thread(thread_id)
EasierlitApp.reset_thread(thread_id)
EasierlitApp.close()

EasierlitAuthConfig(username, password, identifier=None, metadata=None)
EasierlitPersistenceConfig(
    enabled=True,
    sqlite_path=".chainlit/easierlit.db",
    storage_provider=<auto LocalFileStorageClient>,
)
EasierlitDiscordConfig(enabled=True, bot_token=None)

For exact method contracts, use:

  • docs/api-reference.en.md

This includes parameter constraints, return semantics, exceptions, side effects, concurrency notes, and failure-mode fixes for each public method.

Auth and Persistence Defaults

  • JWT secret: if CHAINLIT_AUTH_SECRET is set but shorter than 32 bytes, Easierlit replaces it with a secure generated secret for the current run; if missing, it auto-manages .chainlit/jwt.secret
  • Auth cookie: keeps CHAINLIT_AUTH_COOKIE_NAME when set, otherwise uses scoped default easierlit_access_token_<hash>
  • On shutdown, Easierlit restores the previous CHAINLIT_AUTH_COOKIE_NAME and CHAINLIT_AUTH_SECRET
  • UVICORN_WS_PROTOCOL defaults to websockets-sansio when not set
  • Default auth is enabled when auth=None
  • Auth credential order for auth=None:
  • EASIERLIT_AUTH_USERNAME + EASIERLIT_AUTH_PASSWORD (must be set together)
  • fallback to admin / admin (warning log emitted)
  • Default persistence: SQLite at .chainlit/easierlit.db (threads + text steps)
  • Default file/image storage: LocalFileStorageClient is always enabled by default
  • Default local storage path: <CHAINLIT_APP_ROOT or cwd>/public/easierlit
  • LocalFileStorageClient(base_dir=...) supports ~ expansion
  • Relative base_dir values resolve under <CHAINLIT_APP_ROOT or cwd>/public
  • Absolute base_dir values outside public are supported directly
  • Local files/images are served through /easierlit/local/{object_key}
  • Local file/image URLs include both CHAINLIT_PARENT_ROOT_PATH and CHAINLIT_ROOT_PATH prefixes
  • If SQLite schema is incompatible, Easierlit recreates DB with backup
  • Sidebar default state is forced to open
  • Discord bridge is disabled by default unless discord=EasierlitDiscordConfig(...) is provided.

Thread History sidebar visibility follows Chainlit policy:

  • requireLogin=True
  • dataPersistence=True

Typical Easierlit setup:

  • keep auth=None and persistence=None for default enabled auth + persistence
  • optionally set EASIERLIT_AUTH_USERNAME/EASIERLIT_AUTH_PASSWORD for non-default credentials
  • pass persistence=EasierlitPersistenceConfig(storage_provider=LocalFileStorageClient(...)) to override local storage path/behavior
  • or pass explicit auth=EasierlitAuthConfig(...)

Discord bot setup:

  • Keep discord=None to disable Discord integration.
  • Pass discord=EasierlitDiscordConfig(...) to enable it.
  • Token precedence: EasierlitDiscordConfig.bot_token first, DISCORD_BOT_TOKEN fallback.
  • Easierlit runs Discord through its own bridge (no runtime monkeypatching of Chainlit Discord handlers).
  • During serve(), Easierlit does not clear DISCORD_BOT_TOKEN; the env value remains unchanged.
  • If enabled and no non-empty token is available, serve() raises ValueError.

Message and Thread Operations

Message APIs:

  • app.add_message(...)
  • app.add_tool(...)
  • app.add_thought(...)
  • app.update_message(...)
  • app.update_tool(...)
  • app.update_thought(...)
  • app.delete_message(...)

Thread APIs:

  • app.list_threads(...)
  • app.get_thread(thread_id)
  • app.get_messages(thread_id)
  • app.new_thread(...)
  • app.update_thread(...)
  • app.delete_thread(thread_id)
  • app.reset_thread(thread_id)

Behavior highlights:

  • app.add_message(...) returns generated message_id.
  • app.enqueue(...) mirrors input as user_message (UI/data layer) and also feeds app.recv()/app.arecv().
  • app.add_tool(...) stores tool-call steps with tool name shown as step author/name.
  • app.add_thought(...) is the same tool-call path with fixed tool name Reasoning.
  • app.get_messages(...) returns thread metadata plus one ordered messages list.
  • app.get_messages(...) includes user_message/assistant_message/system_message/tool and excludes run-family steps.
  • app.get_messages(...) maps thread["elements"] into each message via forId aliases (forId/for_id/stepId/step_id).
  • app.get_messages(...) adds elements[*].has_source and elements[*].source (url/path/bytes/objectKey/chainlitKey) for image/file source tracing.
  • app.new_thread(...) auto-generates a unique thread_id and returns it.
  • app.update_thread(...) updates only when thread already exists.
  • With auth enabled, both app.new_thread(...) and app.update_thread(...) auto-assign thread ownership.
  • SQLite SQLAlchemyDataLayer path auto normalizes thread tags.
  • If no active websocket session exists, Easierlit applies internal HTTP-context fallback for data-layer message CRUD.

Worker Failure Policy

Easierlit uses fail-fast behavior for worker crashes.

  • If any run_func raises, server shutdown is triggered.
  • UI gets a short summary when possible.
  • Full traceback is kept in server logs.

Chainlit Message vs Tool-call

Chainlit distinguishes message and tool/run categories at step type level.

Message steps:

  • user_message
  • assistant_message
  • system_message

Tool/run family includes:

  • tool, run, llm, embedding, retrieval, rerank, undefined

Easierlit mapping:

  • app.add_message(...) -> assistant_message
  • app.add_tool(...) / app.update_tool(...) -> tool
  • app.add_thought(...) / app.update_thought(...) -> tool (name fixed to Reasoning)
  • app.delete_message(...) deletes by message_id regardless of message/tool/thought source.

Example Map

  • examples/minimal.py: basic echo bot
  • examples/custom_auth.py: single-account auth
  • examples/discord_bot.py: Discord bot configuration and token precedence
  • examples/thread_crud.py: thread list/get/update/delete
  • examples/thread_create_in_run_func.py: create thread from run_func
  • examples/step_types.py: tool/thought step creation, update, delete example

Documentation Map

  • Method-level API contracts (EN): docs/api-reference.en.md
  • Method-level API contracts (KO): docs/api-reference.ko.md
  • Full usage guide (EN): docs/usage.en.md
  • Full usage guide (KO): docs/usage.ko.md

Migration Note

API updates:

  • new_thread(thread_id=..., ...) -> thread_id = new_thread(...)
  • send(...) was removed.
  • add_message(...) is now the canonical message API.
  • Added tool/thought APIs: add_tool(...), add_thought(...), update_tool(...), update_thought(...).

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