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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "c1e38932",
+ "metadata": {
+ "id": "c1e38932"
+ },
+ "source": [
+ "# Crypto Research Agent: Intelligence Agent\n",
+ "\n",
+ "Provides in-depth intelligence on cryptocurrencies and blockchain trends."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "AEOWA14-doQb",
+ "metadata": {
+ "id": "AEOWA14-doQb"
+ },
+ "source": [
+ "[](https://colab.research.google.com/github/DhivyaBharathy-web/PraisonAI/blob/main/examples/cookbooks/Crypto_Research_Agent_Intelligence_Agent.ipynb)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "BY5w8KLtdNrW",
+ "metadata": {
+ "id": "BY5w8KLtdNrW"
+ },
+ "source": [
+ "# Dependencies"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "9a818525",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "9a818525",
+ "outputId": "e7efcca2-e557-4f7b-df9e-aca4819b0f36"
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/3.3 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r",
+ "\u001b[2K \u001b[91m━━━\u001b[0m\u001b[90m╺\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.3/3.3 MB\u001b[0m \u001b[31m8.5 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+ "\u001b[2K \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[90m╺\u001b[0m\u001b[90m━━━━━━━━━━━\u001b[0m \u001b[32m2.3/3.3 MB\u001b[0m \u001b[31m35.3 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.3/3.3 MB\u001b[0m \u001b[31m33.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25h"
+ ]
+ }
+ ],
+ "source": [
+ "!pip install -q praisonaiagents openai duckduckgo_search"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "AYjc8JUddT_D",
+ "metadata": {
+ "id": "AYjc8JUddT_D"
+ },
+ "source": [
+ "# set OpenAI API key"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "88607f1c",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "88607f1c",
+ "outputId": "c2165b61-d633-467a-9ed7-5470619872b3"
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Enter your OpenAI API key: ··········\n"
+ ]
+ }
+ ],
+ "source": [
+ "import os\n",
+ "from getpass import getpass\n",
+ "\n",
+ "# 🔑 Prompt user to input API Key securely\n",
+ "os.environ[\"OPENAI_API_KEY\"] = getpass(\"Enter your OpenAI API key: \")\n",
+ "import openai\n",
+ "openai.api_key = os.getenv(\"OPENAI_API_KEY\")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "AdXjFQqfdYgM",
+ "metadata": {
+ "id": "AdXjFQqfdYgM"
+ },
+ "source": [
+ "# Import PraisonAI Agent tools"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "d4e08a56",
+ "metadata": {
+ "id": "d4e08a56"
+ },
+ "outputs": [],
+ "source": [
+ "from praisonaiagents import Agent, Task, PraisonAIAgents"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "FdIqAryqdcpx",
+ "metadata": {
+ "id": "FdIqAryqdcpx"
+ },
+ "source": [
+ "# YAML Prompt to guide the agent's behavior"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "14b09931",
+ "metadata": {
+ "id": "14b09931"
+ },
+ "outputs": [],
+ "source": [
+ "yaml_prompt = \"\"\"\n",
+ "name: CryptoResearcherAgent\n",
+ "role: Cryptocurrency Intelligence Agent\n",
+ "goal: Provide accurate, timely, and insightful research on cryptocurrency projects, trends, and risks.\n",
+ "backstory: You are a professional crypto analyst, skilled in assessing coins, tokens, and DeFi protocols using web research and market trends.\n",
+ "skills:\n",
+ " - Analyze tokenomics and utility\n",
+ " - Evaluate risk factors\n",
+ " - Identify scams or red flags\n",
+ " - Summarize project fundamentals\n",
+ "llm: gpt-4o\n",
+ "verbosity: true\n",
+ "format: markdown\n",
+ "\"\"\"\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "at0Avm1Jdj8e",
+ "metadata": {
+ "id": "at0Avm1Jdj8e"
+ },
+ "source": [
+ "# Main"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "427a4c33",
+ "metadata": {
+ "id": "427a4c33"
+ },
+ "outputs": [],
+ "source": [
+ "crypto_agent = Agent(\n",
+ " name=\"CryptoResearcherAgent\",\n",
+ " instructions=\"\"\"\n",
+ "You are a cryptocurrency intelligence agent. Use your analytical skills to evaluate coins, blockchain protocols, tokenomics,\n",
+ "and market trends. Provide critical insight into legitimacy, potential growth, and associated risks.\n",
+ "Use markdown formatting and structure your research clearly.\n",
+ "\"\"\",\n",
+ " llm=\"gpt-4o\",\n",
+ " verbose=True,\n",
+ " markdown=True\n",
+ ")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "WjtlKYqjdCNe",
+ "metadata": {
+ "id": "WjtlKYqjdCNe"
+ },
+ "outputs": [],
+ "source": [
+ "crypto_task = Task(\n",
+ " name=\"CryptoResearchTask\",\n",
+ " description=\"Research and summarize the fundamentals, risks, and potential of the 'Render Token (RNDR)'\",\n",
+ " expected_output=\"A detailed markdown report covering utility, tokenomics, risks, growth outlook, and red flags.\",\n",
+ " agent=crypto_agent\n",
+ ")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "MxqIDnRQdETe",
+ "metadata": {
+ "id": "MxqIDnRQdETe"
+ },
+ "outputs": [],
+ "source": [
+ "crypto_team = PraisonAIAgents(\n",
+ " agents=[crypto_agent],\n",
+ " tasks=[crypto_task],\n",
+ " process=\"sequential\",\n",
+ " verbose=True\n",
+ ")\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "hAs8UHnYdhsE",
+ "metadata": {
+ "id": "hAs8UHnYdhsE"
+ },
+ "source": [
+ "# Query the agent with a specific token or trend"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "236n5O9mdHQY",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 1000,
+ "referenced_widgets": [
+ "70fae1edbacb4b3592d5aab39d96c41d",
+ "1cfd76f73f0a44989fdcfd0b3cb2c12d"
+ ]
+ },
+ "id": "236n5O9mdHQY",
+ "outputId": "d519c155-03d0-4610-dfe3-b22855a260d4"
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "╭─ Agent Info ────────────────────────────────────────────────────────────────────────────────────────────────────╮\n",
+ "│ │\n",
+ "│ 👤 Agent: CryptoResearcherAgent │\n",
+ "│ Role: Assistant │\n",
+ "│ │\n",
+ "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+ "
\n"
+ ],
+ "text/plain": [
+ "\u001b[38;2;210;227;200m╭─\u001b[0m\u001b[38;2;210;227;200m \u001b[0m\u001b[1;38;2;210;227;200mAgent Info\u001b[0m\u001b[38;2;210;227;200m \u001b[0m\u001b[38;2;210;227;200m───────────────────────────────────────────────────────────────────────────────────────────────────\u001b[0m\u001b[38;2;210;227;200m─╮\u001b[0m\n",
+ "\u001b[38;2;210;227;200m│\u001b[0m \u001b[38;2;210;227;200m│\u001b[0m\n",
+ "\u001b[38;2;210;227;200m│\u001b[0m \u001b[1;38;2;255;155;155m👤 Agent:\u001b[0m \u001b[38;2;255;229;229mCryptoResearcherAgent\u001b[0m \u001b[38;2;210;227;200m│\u001b[0m\n",
+ "\u001b[38;2;210;227;200m│\u001b[0m \u001b[1;38;2;180;180;179mRole:\u001b[0m \u001b[38;2;255;229;229mAssistant\u001b[0m \u001b[38;2;210;227;200m│\u001b[0m\n",
+ "\u001b[38;2;210;227;200m│\u001b[0m \u001b[38;2;210;227;200m│\u001b[0m\n",
+ "\u001b[38;2;210;227;200m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "70fae1edbacb4b3592d5aab39d96c41d",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Output()"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n"
+ ],
+ "text/plain": []
+ },
+ "metadata": {},
+ "output_type": "display_data"
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+ "data": {
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+ "\n",
+ "
\n"
+ ],
+ "text/plain": [
+ "\n"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "Response generated in 9.7s\n",
+ "
\n"
+ ],
+ "text/plain": [
+ "\u001b[2mResponse generated in 9.7s\u001b[0m\n"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "╭───────────────────────────────────────────────────── Task ──────────────────────────────────────────────────────╮\n",
+ "│ You need to do the following task: Research and summarize the fundamentals, risks, and potential of the 'Render │\n",
+ "│ Token (RNDR)'. Expected Output: A detailed markdown report covering utility, tokenomics, risks, growth outlook, │\n",
+ "│ and red flags.. Please provide only the final result of your work. Do not add any conversation or extra │\n",
+ "│ explanation. │\n",
+ "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+ "
\n"
+ ],
+ "text/plain": [
+ "\u001b[36m╭─\u001b[0m\u001b[36m────────────────────────────────────────────────────\u001b[0m\u001b[36m Task \u001b[0m\u001b[36m─────────────────────────────────────────────────────\u001b[0m\u001b[36m─╮\u001b[0m\n",
+ "\u001b[36m│\u001b[0m You need to do the following task: Research and summarize the fundamentals, risks, and potential of the 'Render \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m Token (RNDR)'. Expected Output: A detailed markdown report covering utility, tokenomics, risks, growth outlook, \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m and red flags.. Please provide only the final result of your work. Do not add any conversation or extra \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m explanation. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "text/html": [
+ "╭─────────────────────────────────────────────────── Response ────────────────────────────────────────────────────╮\n",
+ "│ ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ │\n",
+ "│ ┃ Render Token (RNDR) Analysis ┃ │\n",
+ "│ ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛ │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Overview │\n",
+ "│ │\n",
+ "│ Render Token (RNDR) is a utility token used within the Render Network, a decentralized GPU rendering network │\n",
+ "│ built on the Ethereum blockchain. It aims to connect users in need of rendering power with those who have idle │\n",
+ "│ GPUs to spare, facilitating a marketplace for rendering services. │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Utility │\n",
+ "│ │\n",
+ "│ • Rendering Services: RNDR is primarily used to pay for rendering services on the Render Network. Users submit │\n",
+ "│ rendering jobs and pay in RNDR tokens, while node operators (those providing GPU power) earn RNDR for │\n",
+ "│ completing these tasks. │\n",
+ "│ • Decentralized Network: By leveraging idle GPU resources globally, Render Network offers a decentralized │\n",
+ "│ alternative to traditional cloud rendering services, potentially reducing costs and increasing efficiency. │\n",
+ "│ • Blockchain Integration: The use of blockchain ensures transparency, security, and immutability of │\n",
+ "│ transactions within the network. │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Tokenomics │\n",
+ "│ │\n",
+ "│ • Supply: RNDR has a capped supply, which can create scarcity and potentially drive value as demand for │\n",
+ "│ rendering services increases. │\n",
+ "│ • Distribution: Tokens are distributed to node operators as compensation for rendering services, incentivizing │\n",
+ "│ participation in the network. │\n",
+ "│ • Staking: Node operators may need to stake RNDR tokens as a form of security deposit, aligning their │\n",
+ "│ interests with the network's integrity. │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Risks │\n",
+ "│ │\n",
+ "│ • Market Competition: Render Network faces competition from established cloud rendering services like AWS and │\n",
+ "│ Google Cloud, which have significant resources and market presence. │\n",
+ "│ • Adoption and Demand: The success of RNDR is heavily reliant on the adoption of the Render Network. If the │\n",
+ "│ network fails to attract a substantial user base, demand for RNDR could stagnate. │\n",
+ "│ • Regulatory Risks: As with many cryptocurrencies, RNDR is subject to regulatory scrutiny which could impact │\n",
+ "│ its utility and marketability. │\n",
+ "│ • Technical Challenges: Ensuring the network's reliability and security is crucial. Any technical failures │\n",
+ "│ could undermine trust and deter users. │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Growth Outlook │\n",
+ "│ │\n",
+ "│ • Increasing Demand for Rendering: As industries like gaming, film, and virtual reality continue to grow, the │\n",
+ "│ demand for rendering services is expected to rise, potentially benefiting RNDR. │\n",
+ "│ • Partnerships and Integrations: Strategic partnerships with industry players could enhance the network's │\n",
+ "│ credibility and expand its user base. │\n",
+ "│ • Technological Advancements: Improvements in blockchain technology and GPU capabilities could enhance the │\n",
+ "│ efficiency and appeal of the Render Network. │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Red Flags │\n",
+ "│ │\n",
+ "│ • Centralization Concerns: While the network is decentralized, the initial distribution and control of tokens │\n",
+ "│ could raise concerns about centralization. │\n",
+ "│ • Volatility: Like many cryptocurrencies, RNDR is subject to high market volatility, which could affect its │\n",
+ "│ stability as a utility token. │\n",
+ "│ • Dependency on Ethereum: As an ERC-20 token, RNDR's performance is tied to the Ethereum network, including │\n",
+ "│ its scalability and transaction costs. │\n",
+ "│ │\n",
+ "│ │\n",
+ "│ Conclusion │\n",
+ "│ │\n",
+ "│ Render Token (RNDR) presents a promising solution for decentralized rendering services, leveraging blockchain │\n",
+ "│ technology to create a marketplace for GPU power. While it has potential for growth, particularly with │\n",
+ "│ increasing demand for rendering, it faces significant risks from competition, adoption challenges, and │\n",
+ "│ regulatory scrutiny. Investors and users should weigh these factors carefully when considering involvement with │\n",
+ "│ RNDR. │\n",
+ "╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
+ "
\n"
+ ],
+ "text/plain": [
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+ "\u001b[36m│\u001b[0m ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m ┃ \u001b[1mRender Token (RNDR) Analysis\u001b[0m ┃ \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛ \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mOverview\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m Render Token (RNDR) is a utility token used within the Render Network, a decentralized GPU rendering network \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m built on the Ethereum blockchain. It aims to connect users in need of rendering power with those who have idle \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m GPUs to spare, facilitating a marketplace for rendering services. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mUtility\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mRendering Services\u001b[0m: RNDR is primarily used to pay for rendering services on the Render Network. Users submit \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mrendering jobs and pay in RNDR tokens, while node operators (those providing GPU power) earn RNDR for \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mcompleting these tasks. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mDecentralized Network\u001b[0m: By leveraging idle GPU resources globally, Render Network offers a decentralized \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0malternative to traditional cloud rendering services, potentially reducing costs and increasing efficiency. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mBlockchain Integration\u001b[0m: The use of blockchain ensures transparency, security, and immutability of \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mtransactions within the network. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mTokenomics\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mSupply\u001b[0m: RNDR has a capped supply, which can create scarcity and potentially drive value as demand for \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mrendering services increases. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mDistribution\u001b[0m: Tokens are distributed to node operators as compensation for rendering services, incentivizing \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mparticipation in the network. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mStaking\u001b[0m: Node operators may need to stake RNDR tokens as a form of security deposit, aligning their \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0minterests with the network's integrity. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mRisks\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mMarket Competition\u001b[0m: Render Network faces competition from established cloud rendering services like AWS and \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mGoogle Cloud, which have significant resources and market presence. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mAdoption and Demand\u001b[0m: The success of RNDR is heavily reliant on the adoption of the Render Network. If the \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mnetwork fails to attract a substantial user base, demand for RNDR could stagnate. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mRegulatory Risks\u001b[0m: As with many cryptocurrencies, RNDR is subject to regulatory scrutiny which could impact \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mits utility and marketability. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mTechnical Challenges\u001b[0m: Ensuring the network's reliability and security is crucial. Any technical failures \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mcould undermine trust and deter users. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mGrowth Outlook\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mIncreasing Demand for Rendering\u001b[0m: As industries like gaming, film, and virtual reality continue to grow, the \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mdemand for rendering services is expected to rise, potentially benefiting RNDR. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mPartnerships and Integrations\u001b[0m: Strategic partnerships with industry players could enhance the network's \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mcredibility and expand its user base. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mTechnological Advancements\u001b[0m: Improvements in blockchain technology and GPU capabilities could enhance the \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mefficiency and appeal of the Render Network. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mRed Flags\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mCentralization Concerns\u001b[0m: While the network is decentralized, the initial distribution and control of tokens \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mcould raise concerns about centralization. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mVolatility\u001b[0m: Like many cryptocurrencies, RNDR is subject to high market volatility, which could affect its \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mstability as a utility token. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m • \u001b[0m\u001b[1mDependency on Ethereum\u001b[0m: As an ERC-20 token, RNDR's performance is tied to the Ethereum network, including \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;33m \u001b[0mits scalability and transaction costs. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[1;4mConclusion\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m Render Token (RNDR) presents a promising solution for decentralized rendering services, leveraging blockchain \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m technology to create a marketplace for GPU power. While it has potential for growth, particularly with \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m increasing demand for rendering, it faces significant risks from competition, adoption challenges, and \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m regulatory scrutiny. Investors and users should weigh these factors carefully when considering involvement with \u001b[36m│\u001b[0m\n",
+ "\u001b[36m│\u001b[0m RNDR. \u001b[36m│\u001b[0m\n",
+ "\u001b[36m╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "🪙 Crypto Research Report:\n",
+ " # Render Token (RNDR) Analysis\n",
+ "\n",
+ "## Overview\n",
+ "Render Token (RNDR) is a utility token used within the Render Network, a decentralized GPU rendering network built on the Ethereum blockchain. It aims to connect users in need of rendering power with those who have idle GPUs to spare, facilitating a marketplace for rendering services.\n",
+ "\n",
+ "## Utility\n",
+ "- **Rendering Services**: RNDR is primarily used to pay for rendering services on the Render Network. Users submit rendering jobs and pay in RNDR tokens, while node operators (those providing GPU power) earn RNDR for completing these tasks.\n",
+ "- **Decentralized Network**: By leveraging idle GPU resources globally, Render Network offers a decentralized alternative to traditional cloud rendering services, potentially reducing costs and increasing efficiency.\n",
+ "- **Blockchain Integration**: The use of blockchain ensures transparency, security, and immutability of transactions within the network.\n",
+ "\n",
+ "## Tokenomics\n",
+ "- **Supply**: RNDR has a capped supply, which can create scarcity and potentially drive value as demand for rendering services increases.\n",
+ "- **Distribution**: Tokens are distributed to node operators as compensation for rendering services, incentivizing participation in the network.\n",
+ "- **Staking**: Node operators may need to stake RNDR tokens as a form of security deposit, aligning their interests with the network's integrity.\n",
+ "\n",
+ "## Risks\n",
+ "- **Market Competition**: Render Network faces competition from established cloud rendering services like AWS and Google Cloud, which have significant resources and market presence.\n",
+ "- **Adoption and Demand**: The success of RNDR is heavily reliant on the adoption of the Render Network. If the network fails to attract a substantial user base, demand for RNDR could stagnate.\n",
+ "- **Regulatory Risks**: As with many cryptocurrencies, RNDR is subject to regulatory scrutiny which could impact its utility and marketability.\n",
+ "- **Technical Challenges**: Ensuring the network's reliability and security is crucial. Any technical failures could undermine trust and deter users.\n",
+ "\n",
+ "## Growth Outlook\n",
+ "- **Increasing Demand for Rendering**: As industries like gaming, film, and virtual reality continue to grow, the demand for rendering services is expected to rise, potentially benefiting RNDR.\n",
+ "- **Partnerships and Integrations**: Strategic partnerships with industry players could enhance the network's credibility and expand its user base.\n",
+ "- **Technological Advancements**: Improvements in blockchain technology and GPU capabilities could enhance the efficiency and appeal of the Render Network.\n",
+ "\n",
+ "## Red Flags\n",
+ "- **Centralization Concerns**: While the network is decentralized, the initial distribution and control of tokens could raise concerns about centralization.\n",
+ "- **Volatility**: Like many cryptocurrencies, RNDR is subject to high market volatility, which could affect its stability as a utility token.\n",
+ "- **Dependency on Ethereum**: As an ERC-20 token, RNDR's performance is tied to the Ethereum network, including its scalability and transaction costs.\n",
+ "\n",
+ "## Conclusion\n",
+ "Render Token (RNDR) presents a promising solution for decentralized rendering services, leveraging blockchain technology to create a marketplace for GPU power. While it has potential for growth, particularly with increasing demand for rendering, it faces significant risks from competition, adoption challenges, and regulatory scrutiny. Investors and users should weigh these factors carefully when considering involvement with RNDR.\n"
+ ]
+ }
+ ],
+ "source": [
+ "query = \"Research Render Token (RNDR), its tokenomics, risks, and growth potential.\"\n",
+ "output = crypto_team.start(input=query)\n",
+ "\n",
+ "# 📄 Output the result\n",
+ "print(\"🪙 Crypto Research Report:\\n\", output)\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "colab": {
+ "provenance": []
+ },
+ "kernelspec": {
+ "display_name": "Python 3",
+ "name": "python3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}