diff --git a/js/examples/market_research_agent/demo.mjs b/js/examples/market_research_agent/demo.mjs
new file mode 100644
index 00000000000..ae08f8cfd82
--- /dev/null
+++ b/js/examples/market_research_agent/demo.mjs
@@ -0,0 +1,59 @@
+import { ChatOpenAI } from "@langchain/openai";
+import { createOpenAIFunctionsAgent, AgentExecutor } from "langchain/agents";
+import { pull } from "langchain/hub";
+import dotenv from 'dotenv';
+import { LangchainToolSet } from "composio-core";
+
+dotenv.config();
+
+
+(async () => {
+ try {
+ const llm = new ChatOpenAI({
+ model: "gpt-4-turbo",
+ apiKey: process.env.OPENAI_API_KEY,
+ });
+
+ const toolset = new LangchainToolSet({
+ apiKey: process.env.COMPOSIO_API_KEY,
+ });
+
+ const tools = await toolset.getTools({
+ apps: ["tavily"]
+ });
+
+ const prompt = await pull("hwchase17/openai-functions-agent");
+
+ // Debugging logs
+ //console.log("LLM:", llm);
+ console.log("Tools:", tools);
+ //console.log("Prompt:", prompt);
+
+ const additional = `You are a market research agent that finds niche ideas that can be built and marketed.
+ Your users are primarily indie hackers who want to build something new and are looking for ideas. The input will
+ be a domain or a category and your job is to research extensively and find ideas that can be marketed.
+ Also write the content to market a tool built with this idea. It should be very very specific and not too long.`;
+
+ // Check combined_prompt
+
+ const agent = await createOpenAIFunctionsAgent({
+ llm,
+ tools,
+ prompt,
+ });
+
+ const agentExecutor = new AgentExecutor({
+ agent,
+ tools,
+ verbose: true,
+ });
+ const domain = 'AI SaaS'
+ const result = await agentExecutor.invoke({
+ input: additional + 'This is the domain:' + domain
+ });
+ console.log('🎉Output from agent: ', result.output);
+ return result.output
+ } catch (error) {
+ console.error(error);
+ }
+})();
diff --git a/js/examples/market_research_agent/package.json b/js/examples/market_research_agent/package.json
new file mode 100644
index 00000000000..5a347847c77
--- /dev/null
+++ b/js/examples/market_research_agent/package.json
@@ -0,0 +1,20 @@
+{
+ "name": "lead-outreach-agent",
+ "version": "1.0.0",
+ "description": "",
+ "main": "index.js",
+ "scripts": {
+ "test": "echo \"Error: no test specified\" && exit 1"
+ },
+ "keywords": [],
+ "author": "",
+ "license": "ISC",
+ "type": "module",
+ "dependencies": {
+ "composio-core": "^0.4.4",
+ "dotenv": "^16.4.7",
+ "express": "^4.19.2",
+ "langchain": "^0.3.5",
+ "pusher-js": "8.4.0-rc2"
+ }
+}
diff --git a/js/examples/market_research_agent/pnpm-lock.yaml b/js/examples/market_research_agent/pnpm-lock.yaml
new file mode 100644
index 00000000000..15f6c9f5a6b
--- /dev/null
+++ b/js/examples/market_research_agent/pnpm-lock.yaml
@@ -0,0 +1,1074 @@
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+settings:
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+ excludeLinksFromLockfile: false
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diff --git a/js/examples/newsletter_twitter_threads/demo.mjs b/js/examples/newsletter_twitter_threads/demo.mjs
new file mode 100644
index 00000000000..bff43ee239d
--- /dev/null
+++ b/js/examples/newsletter_twitter_threads/demo.mjs
@@ -0,0 +1,56 @@
+import { openai } from "@ai-sdk/openai";
+import { VercelAIToolSet } from "composio-core";
+import dotenv from "dotenv";
+import { generateText } from "ai";
+dotenv.config();
+
+// Setup toolset
+const toolset = new VercelAIToolSet({
+ apiKey: process.env.COMPOSIO_API_KEY,
+});
+
+const appName = "tavily";
+
+async function setupUserConnectionIfNotExists(entityId) {
+ const entity = await toolset.client.getEntity(entityId);
+ const connection = await entity.getConnection(appName);
+
+ if (!connection) {
+ // Initiate a new connection if it doesn't exist
+ const newConnection = await entity.initiateConnection(appName);
+ console.log("Log in via: ", newConnection.redirectUrl);
+ return newConnection.waitUntilActive(60);
+ }
+
+ return connection;
+}
+
+async function executeAgent(entityName) {
+ // Setup entity and ensure connection
+ const entity = await toolset.client.getEntity(entityName);
+ //await setupUserConnectionIfNotExists(entity.id);
+
+ // Retrieve tools for the specified app
+ const tools = await toolset.getTools({ actions: ["TWITTER_CREATION_OF_A_POST","TAVILY_TAVILY_SEARCH"] }, entity.id);
+
+
+ // Generate text using the model and tools
+ const output = await generateText({
+ model: openai("gpt-4o"),
+ streamText: false,
+ tools: tools,
+ prompt: `
+ You are a twitter thread posting agent. Your job is to follow these steps in order:
+ 1. Research on the topic given to you: "12 days of OpenAI"
+ 2. Understand the topic and post a tweet about it.
+ 3. Get the id of the posted tweet and post another tweet which contains the id of the previous tweet.
+ 4. Repeat this process for 5 tweets.
+ 5. Once everything is done, print the tweet you've posted and the link to it.
+ `,
+ maxToolRoundtrips: 5,
+ });
+
+ console.log("🎉Output from agent: ", output.text);
+}
+
+executeAgent("default");
\ No newline at end of file
diff --git a/js/examples/newsletter_twitter_threads/package.json b/js/examples/newsletter_twitter_threads/package.json
new file mode 100644
index 00000000000..5ec77c9ace2
--- /dev/null
+++ b/js/examples/newsletter_twitter_threads/package.json
@@ -0,0 +1,19 @@
+{
+ "name": "lead-generator-agent",
+ "version": "1.0.0",
+ "description": "",
+ "main": "index.js",
+ "scripts": {
+ "test": "echo \"Error: no test specified\" && exit 1"
+ },
+ "keywords": [],
+ "author": "",
+ "license": "ISC",
+ "dependencies": {
+ "@ai-sdk/openai": "^0.0.36",
+ "ai": "^3.2.24",
+ "composio-core": "^0.4.4",
+ "dotenv": "^16.4.5",
+ "zod": "^3.23.8"
+ }
+}
diff --git a/js/examples/newsletter_twitter_threads/pnpm-lock copy.yaml b/js/examples/newsletter_twitter_threads/pnpm-lock copy.yaml
new file mode 100644
index 00000000000..8b7f87175fb
--- /dev/null
+++ b/js/examples/newsletter_twitter_threads/pnpm-lock copy.yaml
@@ -0,0 +1,2611 @@
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+ dependencies:
+ asynckit: 0.4.0
+ combined-stream: 1.0.8
+ mime-types: 2.1.35
+ optional: true
+
+ formdata-node@4.4.1:
+ dependencies:
+ node-domexception: 1.0.0
+ web-streams-polyfill: 4.0.0-beta.3
+ optional: true
+
+ humanize-ms@1.2.1:
+ dependencies:
+ ms: 2.1.3
+ optional: true
+
+ is-reference@3.0.3:
+ dependencies:
+ '@types/estree': 1.0.6
+
+ js-tokens@4.0.0: {}
+
+ json-schema@0.4.0: {}
+
+ jsondiffpatch@0.6.0:
+ dependencies:
+ '@types/diff-match-patch': 1.0.36
+ chalk: 5.3.0
+ diff-match-patch: 1.0.5
+
+ locate-character@3.0.0: {}
+
+ loose-envify@1.4.0:
+ dependencies:
+ js-tokens: 4.0.0
+
+ magic-string@0.30.15:
+ dependencies:
+ '@jridgewell/sourcemap-codec': 1.5.0
+
+ mime-db@1.52.0:
+ optional: true
+
+ mime-types@2.1.35:
+ dependencies:
+ mime-db: 1.52.0
+ optional: true
+
+ ms@2.1.3:
+ optional: true
+
+ nanoid@3.3.6: {}
+
+ nanoid@3.3.8: {}
+
+ node-domexception@1.0.0:
+ optional: true
+
+ node-fetch@2.7.0:
+ dependencies:
+ whatwg-url: 5.0.0
+ optional: true
+
+ openai@4.68.4(zod@3.23.8):
+ dependencies:
+ '@types/node': 18.19.68
+ '@types/node-fetch': 2.6.12
+ abort-controller: 3.0.0
+ agentkeepalive: 4.5.0
+ form-data-encoder: 1.7.2
+ formdata-node: 4.4.1
+ node-fetch: 2.7.0
+ optionalDependencies:
+ zod: 3.23.8
+ transitivePeerDependencies:
+ - encoding
+ optional: true
+
+ picocolors@1.1.1: {}
+
+ postcss@8.4.49:
+ dependencies:
+ nanoid: 3.3.8
+ picocolors: 1.1.1
+ source-map-js: 1.2.1
+
+ react@18.3.1:
+ dependencies:
+ loose-envify: 1.4.0
+
+ secure-json-parse@2.7.0: {}
+
+ source-map-js@1.2.1: {}
+
+ sswr@2.1.0(svelte@5.4.0):
+ dependencies:
+ svelte: 5.4.0
+ swrev: 4.0.0
+
+ svelte@5.4.0:
+ dependencies:
+ '@ampproject/remapping': 2.3.0
+ '@jridgewell/sourcemap-codec': 1.5.0
+ '@types/estree': 1.0.6
+ acorn: 8.14.0
+ acorn-typescript: 1.4.13(acorn@8.14.0)
+ aria-query: 5.3.2
+ axobject-query: 4.1.0
+ esm-env: 1.2.1
+ esrap: 1.2.3
+ is-reference: 3.0.3
+ locate-character: 3.0.0
+ magic-string: 0.30.15
+ zimmerframe: 1.1.2
+
+ swr@2.2.5(react@18.3.1):
+ dependencies:
+ client-only: 0.0.1
+ react: 18.3.1
+ use-sync-external-store: 1.2.2(react@18.3.1)
+
+ swrev@4.0.0: {}
+
+ swrv@1.0.4(vue@3.5.13(typescript@5.7.2)):
+ dependencies:
+ vue: 3.5.13(typescript@5.7.2)
+
+ throttleit@2.1.0: {}
+
+ tr46@0.0.3:
+ optional: true
+
+ typescript@5.7.2:
+ optional: true
+
+ undici-types@5.26.5:
+ optional: true
+
+ use-sync-external-store@1.2.2(react@18.3.1):
+ dependencies:
+ react: 18.3.1
+
+ vue@3.5.13(typescript@5.7.2):
+ dependencies:
+ '@vue/compiler-dom': 3.5.13
+ '@vue/compiler-sfc': 3.5.13
+ '@vue/runtime-dom': 3.5.13
+ '@vue/server-renderer': 3.5.13(vue@3.5.13(typescript@5.7.2))
+ '@vue/shared': 3.5.13
+ optionalDependencies:
+ typescript: 5.7.2
+
+ web-streams-polyfill@4.0.0-beta.3:
+ optional: true
+
+ webidl-conversions@3.0.1:
+ optional: true
+
+ whatwg-url@5.0.0:
+ dependencies:
+ tr46: 0.0.3
+ webidl-conversions: 3.0.1
+ optional: true
+
+ zimmerframe@1.1.2: {}
+
+ zod-to-json-schema@3.23.5(zod@3.23.8):
+ dependencies:
+ zod: 3.23.8
+
+ zod@3.23.8: {}
diff --git a/python/examples/advanced_agents/lead_outreach_agent/.env.example b/python/examples/advanced_agents/lead_outreach_agent/crewai/.env.example
similarity index 100%
rename from python/examples/advanced_agents/lead_outreach_agent/.env.example
rename to python/examples/advanced_agents/lead_outreach_agent/crewai/.env.example
diff --git a/python/examples/advanced_agents/lead_outreach_agent/crewai/main.py b/python/examples/advanced_agents/lead_outreach_agent/crewai/main.py
new file mode 100644
index 00000000000..32c3ff4de17
--- /dev/null
+++ b/python/examples/advanced_agents/lead_outreach_agent/crewai/main.py
@@ -0,0 +1,65 @@
+import os
+from dotenv import load_dotenv
+from composio_crewai import Action, App, ComposioToolSet
+from crewai import Agent, Crew, Process, Task
+from crewai.flow.flow import Flow, listen, start, and_
+from langchain_openai import ChatOpenAI
+import asyncio
+
+load_dotenv()
+toolset = ComposioToolSet()
+tools = toolset.get_tools(actions=[Action.HUBSPOT_LIST_CONTACTS_PAGE])
+
+python_executor_agent = Agent(
+ role="Lead Outreach Agent",
+ goal="Given the information, draft the perfect lead outreach email. You are ",
+ verbose=True,
+ memory=True,
+ backstory="You are an expert in crafting perfect lead outreach emails.",
+ allow_delegation=False,
+ tools=tools,
+)
+
+execute_code_task = Task(
+ description=f"Use Hubspot, Read the names in the CRM by using listing contacts actions using every Hubspot action necessary and draft the perfect lead outreach email. Please pass in the correct params for the action",
+ expected_output="Draft of a lead outreach email was created and also mention the email id of the lead",
+ tools=tools,
+ agent=python_executor_agent,
+ allow_delegation=False,
+)
+
+crew = Crew(
+ agents=[python_executor_agent],
+ tasks=[execute_code_task],
+ process=Process.sequential,
+)
+
+class LeadOutreach(Flow):
+ model='gpt-4o'
+ @start()
+ def draft(self):
+ result = crew.kickoff()
+ return result.raw
+
+ @listen(draft)
+ def create_gmail_draft(self, message):
+ print("Creating draft")
+ res = toolset.execute_action(
+ Action.GMAIL_CREATE_EMAIL_DRAFT,
+ params={},
+ text= message
+ )
+ return res
+
+ @listen(and_(draft, create_gmail_draft))
+ def done(self):
+ print('done')
+ return "Action Done"
+
+async def main():
+ flow = LeadOutreach()
+ flow.plot('my_flow_plot')
+ await flow.kickoff()
+
+if __name__ == "__main__":
+ asyncio.run(main())
\ No newline at end of file
diff --git a/python/examples/advanced_agents/lead_outreach_agent/crewai/my_flow_plot.html b/python/examples/advanced_agents/lead_outreach_agent/crewai/my_flow_plot.html
new file mode 100644
index 00000000000..8aeebdec378
--- /dev/null
+++ b/python/examples/advanced_agents/lead_outreach_agent/crewai/my_flow_plot.html
@@ -0,0 +1,202 @@
+
+
+
+ Flow Plot
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+