> For the complete documentation index, see [llms.txt](https://docs.waveform.finance/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.waveform.finance/overview/key-features.md).

# Key Features

<figure><img src="/files/OyYb8onZdv9FWjjv0Byv" alt=""><figcaption></figcaption></figure>

**1. Main Waveform Agent**

* **Paper Trading**: The Waveform agent begins by simulating trades in a risk-free environment, allowing for the testing and refinement of strategies before live trading. The is completed as of launch.
* **Live Trading**: After the training phase, Waveform transitions to executing real trades with Solana coins, ensuring informed decisions based on extensive analysis.

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**2. Customizable User Agents**

* **Personalized Strategy**:
  * Tailor agents to monitor specific influencers or groups on Twitter and Telegram.
  * Configure trading based on coin volatility, market conditions, and user-defined parameters.
* **Tokenized Profit Sharing**:
  * Each user agent generates a **pump.fun token**, representing its trading activity.
  * Profits are redistributed among token holders, incentivizing collaborative trading.
* **Profit Redistribution**:
  * 30% to the Waveform treasury.
  * 70% to the Agent's token holders.

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**3. Advanced AI Integration**

* **Language Models**:
  * GPT-4: Performs sentiment analysis, trend detection, and generates coherent market insights.
  * Claude: Focuses on nuanced reasoning and safe outputs, ensuring reliable decision-making.
* **Vector Databases**:
  * Voyage: Embeds unstructured text into vector representations for semantic understanding.
  * Pinecone: Efficiently stores and retrieves embeddings, enabling fast decision-making.

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**4. Social Media and Data Monitoring**

* **Real-Time Integration**:
  * Continuously tracks mentions, trends, and sentiments on Twitter and Telegram.
  * Scrapes relevant web content using Puppeteer for a broader market perspective.
* **Automated Actions**:
  * Engages with social platforms by posting, replying, and monitoring key influencers.
  * Integrates these insights into trading strategies to maximize market opportunities.

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**5. Profit Distribution and Claim System**

* **Tokenized Earnings**:
  * Waveform redistributes profits among the treasury and token holders.
  * Users can claim earnings from agent-specific `pump.fun` tokens through an intuitive claim page.
* **Performance Tracking**:
  * Monitor agent profitability through detailed dashboards and performance reports.

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**6. Scalability and Adaptability**

* **Agent Marketplace**:
  * Allows users to create, trade, and fund agents collaboratively.
* **Community Building**:
  * Fosters a user ecosystem where agents and trading strategies grow collectively.

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Waveform empowers users to navigate the complexities of the cryptocurrency market with an innovative blend of AI, automation, and user-driven customization, making it a leading platform in autonomous trading.