Mintplex-Labs · timothycarambat · Feb 17, 2025 · Feb 17, 2025 · Feb 17, 2025
diff --git a/server/utils/agentFlows/executor.js b/server/utils/agentFlows/executor.js
@@ -10,12 +10,14 @@ const { Telemetry } = require("../../models/telemetry");
 class FlowExecutor {
   constructor() {
     this.variables = {};
-    this.introspect = () => {}; // Default no-op introspect
-    this.logger = console.info; // Default console.info
+    this.introspect = (...args) => console.log("[introspect] ", ...args);
+    this.logger = console.info;
+    this.aibitat = null;
   }
 
-  attachLogging(introspectFn, loggerFn) {
-    this.introspect = introspectFn || (() => {});
+  attachLogging(introspectFn = null, loggerFn = null) {
+    this.introspect =
+      introspectFn || ((...args) => console.log("[introspect] ", ...args));
     this.logger = loggerFn || console.info;
   }
 
@@ -54,8 +56,7 @@ class FlowExecutor {
       introspect: this.introspect,
       variables: this.variables,
       logger: this.logger,
-      model: process.env.LLM_PROVIDER_MODEL || "gpt-4",
-      provider: process.env.LLM_PROVIDER || "openai",
+      aibitat: this.aibitat,
     };
 
     switch (step.type) {
@@ -101,13 +102,13 @@ class FlowExecutor {
     return result;
   }
 
-  // Execute entire flow
-  async executeFlow(
-    flow,
-    initialVariables = {},
-    introspectFn = null,
-    loggerFn = null
-  ) {
+  /**
+   * Execute entire flow
+   * @param {Object} flow - The flow to execute
+   * @param {Object} initialVariables - Initial variables for the flow
+   * @param {Object} aibitat - The aibitat instance from the agent handler
+   */
+  async executeFlow(flow, initialVariables = {}, aibitat) {
     await Telemetry.sendTelemetry("agent_flow_execution_started");
 
     // Initialize variables with both initial values and any passed-in values
@@ -119,7 +120,8 @@ class FlowExecutor {
       ...initialVariables, // This will override any default values with passed-in values
     };
 
-    this.attachLogging(introspectFn, loggerFn);
+    this.aibitat = aibitat;
+    this.attachLogging(aibitat?.introspect, aibitat?.handlerProps?.log);
     const results = [];
 
     for (const step of flow.config.steps) {

diff --git a/server/utils/agentFlows/executors/api-call.js b/server/utils/agentFlows/executors/api-call.js
@@ -8,8 +8,8 @@ const { safeJsonParse } = require("../../http");
  */
 async function executeApiCall(config, context) {
   const { url, method, headers = [], body, bodyType, formData } = config;
-  const { introspect } = context;
-
+  const { introspect, logger } = context;
+  logger(`\x1b[43m[AgentFlowToolExecutor]\x1b[0m - executing API Call block`);
   introspect(`Making ${method} request to external API...`);
 
   const requestConfig = {

diff --git a/server/utils/agentFlows/executors/llm-instruction.js b/server/utils/agentFlows/executors/llm-instruction.js
@@ -8,23 +8,28 @@ const AIbitat = require("../../agents/aibitat");
  */
 async function executeLLMInstruction(config, context) {
   const { instruction, inputVariable, resultVariable } = config;
-  const { introspect, variables, logger } = context;
-
+  const { introspect, variables, logger, aibitat } = context;
+  logger(
+    `\x1b[43m[AgentFlowToolExecutor]\x1b[0m - executing LLM Instruction block`
+  );
   introspect(`Processing data with LLM instruction...`);
+
   if (!variables[inputVariable]) {
     logger(`Input variable ${inputVariable} not found`);
     throw new Error(`Input variable ${inputVariable} not found`);
   }
 
   try {
+    logger(
+      `Sending request to LLM (${aibitat.defaultProvider.provider}::${aibitat.defaultProvider.model})`
+    );
     introspect(`Sending request to LLM...`);
 
     // Ensure the input is a string since we are sending it to the LLM direct as a message
     let input = variables[inputVariable];
     if (typeof input === "object") input = JSON.stringify(input);
     if (typeof input !== "string") input = String(input);
 
-    const aibitat = new AIbitat();
     const provider = aibitat.getProviderForConfig(aibitat.defaultProvider);
     const completion = await provider.complete([
       {

diff --git a/server/utils/agentFlows/executors/web-scraping.js b/server/utils/agentFlows/executors/web-scraping.js
@@ -11,13 +11,15 @@ const { summarizeContent } = require("../../agents/aibitat/utils/summarize");
  */
 async function executeWebScraping(config, context) {
   const { url, captureAs = "text" } = config;
-  const { introspect, model, provider } = context;
+  const { introspect, logger, aibitat } = context;
+  logger(
+    `\x1b[43m[AgentFlowToolExecutor]\x1b[0m - executing Web Scraping block`
+  );
 
   if (!url) {
     throw new Error("URL is required for web scraping");
   }
 
-  // Remap the captureAs to the correct mode for the CollectorApi
   const captureMode = captureAs === "querySelector" ? "html" : captureAs;
   introspect(`Scraping the content of ${url} as ${captureAs}`);
   const { success, content } = await new CollectorApi()
@@ -33,29 +35,30 @@ async function executeWebScraping(config, context) {
   }
 
   introspect(`Successfully scraped content from ${url}`);
-
   if (!content || content?.length === 0) {
+    introspect("There was no content to be collected or read.");
     throw new Error("There was no content to be collected or read.");
   }
 
-  const tokenCount = new TokenManager(model).countFromString(content);
-  const contextLimit = Provider.contextLimit(provider, model);
-
-  if (tokenCount < contextLimit) {
-    return content;
-  }
+  const tokenCount = new TokenManager(
+    aibitat.defaultProvider.model
+  ).countFromString(content);
+  const contextLimit = Provider.contextLimit(
+    aibitat.defaultProvider.provider,
+    aibitat.defaultProvider.model
+  );
+  if (tokenCount < contextLimit) return content;
 
   introspect(
-    `This page's content is way too long. I will summarize it right now.`
+    `This page's content is way too long (${tokenCount} tokens). I will summarize it right now.`
   );
   const summary = await summarizeContent({
-    provider,
-    model,
+    provider: aibitat.defaultProvider.provider,
+    model: aibitat.defaultProvider.model,
     content,
   });
 
   introspect(`Successfully summarized content`);
-
   return summary;
 }
 

diff --git a/server/utils/agentFlows/index.js b/server/utils/agentFlows/index.js
@@ -141,25 +141,14 @@ class AgentFlows {
    * Execute a flow by UUID
    * @param {string} uuid - The UUID of the flow to execute
    * @param {Object} variables - Initial variables for the flow
-   * @param {Function} introspectFn - Function to introspect the flow
-   * @param {Function} loggerFn - Function to log the flow
+   * @param {Object} aibitat - The aibitat instance from the agent handler
    * @returns {Promise<Object>} Result of flow execution
    */
-  static async executeFlow(
-    uuid,
-    variables = {},
-    introspectFn = null,
-    loggerFn = null
-  ) {
+  static async executeFlow(uuid, variables = {}, aibitat = null) {
     const flow = AgentFlows.loadFlow(uuid);
     if (!flow) throw new Error(`Flow ${uuid} not found`);
     const flowExecutor = new FlowExecutor();
-    return await flowExecutor.executeFlow(
-      flow,
-      variables,
-      introspectFn,
-      loggerFn
-    );
+    return await flowExecutor.executeFlow(flow, variables, aibitat);
   }
 
   /**
@@ -210,12 +199,7 @@ class AgentFlows {
             },
             handler: async (args) => {
               aibitat.introspect(`Executing flow: ${flow.name}`);
-              const result = await AgentFlows.executeFlow(
-                uuid,
-                args,
-                aibitat.introspect,
-                aibitat.handlerProps.log
-              );
+              const result = await AgentFlows.executeFlow(uuid, args, aibitat);
               if (!result.success) {
                 aibitat.introspect(
                   `Flow failed: ${result.results[0]?.error || "Unknown error"}`

diff --git a/server/utils/agents/aibitat/index.js b/server/utils/agents/aibitat/index.js
@@ -798,7 +798,7 @@ ${this.getHistory({ to: route.to })
 
       default:
         throw new Error(
-          `Unknown provider: ${config.provider}. Please use "openai"`
+          `Unknown provider: ${config.provider}. Please use a valid provider.`
         );
     }
   }

diff --git a/server/utils/agents/index.js b/server/utils/agents/index.js
@@ -390,7 +390,7 @@ class AgentHandler {
       // Load flow plugin. This is marked by `@@flow_` in the array of functions to load.
       if (name.startsWith("@@flow_")) {
         const uuid = name.replace("@@flow_", "");
-        const plugin = AgentFlows.loadFlowPlugin(uuid);
+        const plugin = AgentFlows.loadFlowPlugin(uuid, this.aibitat);
         if (!plugin) {
           this.log(
             `Flow ${uuid} not found in flows directory. Skipping inclusion to agent cluster.`