anything-llm/server/endpoints/embed/index.js

const { v4: uuidv4 } = require("uuid");
const { reqBody, multiUserMode } = require("../../utils/http");
const { Telemetry } = require("../../models/telemetry");
const { writeResponseChunk } = require("../../utils/chats/stream");
const { streamChatWithForEmbed } = require("../../utils/chats/embed");
const { convertToChatHistory } = require("../../utils/chats");
const { EmbedChats } = require("../../models/embedChats");
const {
  validEmbedConfig,
  canRespond,
  setConnectionMeta,
} = require("../../utils/middleware/embedMiddleware");

function embeddedEndpoints(app) {
  if (!app) return;

  app.post(
    "/embed/:embedId/stream-chat",
    [validEmbedConfig, setConnectionMeta, canRespond],
    async (request, response) => {
      try {
        const embed = response.locals.embedConfig;
        const {
          sessionId,
          message,
          // optional keys for override of defaults if enabled.
          prompt = null,
          model = null,
          temperature = null,
        } = reqBody(request);

        response.setHeader("Cache-Control", "no-cache");
        response.setHeader("Content-Type", "text/event-stream");
        response.setHeader("Access-Control-Allow-Origin", "*");
        response.setHeader("Connection", "keep-alive");
        response.flushHeaders();

        await streamChatWithForEmbed(response, embed, message, sessionId, {
          prompt,
          model,
          temperature,
        });
        await Telemetry.sendTelemetry("embed_sent_chat", {
          multiUserMode: multiUserMode(response),
          LLMSelection: process.env.LLM_PROVIDER || "openai",
          Embedder: process.env.EMBEDDING_ENGINE || "inherit",
          VectorDbSelection: process.env.VECTOR_DB || "pinecone",
        });
        response.end();
      } catch (e) {
        console.error(e);
        writeResponseChunk(response, {
          id: uuidv4(),
          type: "abort",
          textResponse: null,
          close: true,
          error: e.message,
        });
        response.end();
      }
    }
  );

  app.get(
    "/embed/:embedId/:sessionId",
    [validEmbedConfig],
    async (request, response) => {
      try {
        const { sessionId } = request.params;
        const embed = response.locals.embedConfig;

        const history = await EmbedChats.forEmbedByUser(embed.id, sessionId);
        response.status(200).json({
          history: convertToChatHistory(history),
        });
      } catch (e) {
        console.log(e.message, e);
        response.sendStatus(500).end();
      }
    }
  );
}

module.exports = { embeddedEndpoints };