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

# Lightpaper

## Executive Summary&#x20;

Quor Phase 1 is a capital-raising initiative that aggregates investor funds into a transparent, asset-backed yield platform. Our goal is to raise $2 million of capital and deploy it into tokenized real-world assets (RWAs) and decentralized physical infrastructure networks (DePINs). In return, we target a \~40% APY distributed monthly to investors, an attractive rate underpinned by real economic cash flows rather than inflationary token emissions.&#x20;

This model taps into two explosive growth trends: tokenized RWAs (which reached $27.6 billion by mid-2025, up 223% year-to-date) and emerging DePIN projects (DePIN tokens have a market cap north of $30 billion). By focusing on verifiable, yield-generating assets like tokenized real estate loans, infrastructure debt, and decentralized storage/compute networks, Quor Phase 1 offers a risk-managed Web3 product that meets investor demand for stable, transparent yields.&#x20;

## Market Opportunity&#x20;

* **Surging RWA tokenization**: The blockchain ecosystem is rapidly absorbing real assets. Industry reports show the market for tokenized RWAs (excluding stablecoins) has surged from under $9 billion at the start of 2025 to about $27–28 billion by mid-2025. That 223%–260% jump (source: Binance Research and JPMorgan data) has been driven primarily by tokenized private credit, U.S. Treasuries and other debt instruments. Leading financial institutions are joining the trend (e.g. BlackRock’s on-chain money market fund exceeded $2 billion in AUM on Ethereum). This reflects a massive demand for diversified yield products that bridge traditional assets and DeFi. As one analyst put it, the fusion of tokenized RWAs with DeFi “injects a fresh source of reliable yields” into crypto markets.&#x20;
* **Decentralized Infrastructure (DePIN) growth**: Alongside RWAs, the DePIN sector is booming. Blockchain-based networks for storage, compute, IoT and connectivity have drawn billions. For example, Filecoin (decentralized storage) and Helium (wireless IoT) are marquee DePIN projects with growing network activity. CoinGecko data reported the DePIN token market cap exceeded $32 billion in 2024, already larger than the market cap of all DEX tokens. Major DePIN categories (GPU/rendering networks like Render, storage like Filecoin, network infrastructure like Theta/Helium) are gaining usage and token rewards accrual. As decentralized infrastructure becomes more vital (e.g. community-run networks replacing telco services), investors are eager to capture those revenue streams on-chain.&#x20;
* **Demand for yield & risk-managed products**: Traditional crypto yields have been extremely volatile or opaque, so there is rising appetite for products that offer stable, asset-backed returns. Crypto credit and “yield farming” surged as investors searched for returns above bank rates. For instance, decentralized lending alone grew 14× in 2021 as investors sought high rates. However, many such yields have proven unsustainable (see below). In contrast, demand is building for platforms that promise real, audited cash flows (e.g., bond coupons, rental income, network fees) rather than algorithmic token emissions. Quor is positioned to capture this market: it offers a yield-bearing product backed by real assets, at a time when both retail and institutional capital are pouring into on-chain real-world finance.&#x20;

## The Problem&#x20;

Despite the growth above, today’s crypto ecosystem lacks accessible, stable-yield, real-asset investment vehicles. Key pain points include: \
\- Inflationary or fake yields: Many crypto platforms advertise double-digit APYs that are not supported by real earnings. When actual returns come primarily from newly minted tokens, yields collapse in bear markets. For example, crypto lending giant Celsius once offered up to 14% on ETH and other tokens, only to freeze withdrawals under market stress. Industry observers noted those “promises of hefty earnings were likely too good to be true”. Indeed, projects paying out rewards in hyper-inflationary tokens often end up in a “death spiral” as price dumps follow the issuance of new tokens.&#x20;

* **No asset backing**: Many DeFi yields come from reallocating user funds rather than real economic activity. In the worst cases, an advertised “interest rate” is just token rewards from a protocol treasury. As one analysis warns, “getting paid directly in a stablecoin or ETH is a real return. Getting paid in the project’s own hyper-inflationary token is just a delayed rug pull”. In short, without real cashflow, high APYs are illusory.&#x20;
* **Liquidity and transparency gaps**: Tokenized RWAs themselves tend to have low trading volumes and long holding periods. Even major tokens like BlackRock’s BUIDL fund are often held for yield rather than actively traded. The market remains largely “buy-and-hold”. This means large liquidations or demand for exit can be hard to fulfill. In current DeFi, many yield strategies lack clear asset disclosures, so investors can’t easily verify where returns come from or whether collateral exists.&#x20;
* **Over-financialization & risk**: Crypto has over-engineered many products (LP tokens, synthetic assets, perpetuals) without solid real-world underpinning. This layering adds counterparty and smart-contract risk. Past failures (e.g. Celsius, TerraUSD stablecoin) underline that excessively complex or opaque structures can incur painful losses for investors when markets turn. Regulators and experts have warned that unbacked crypto products pose systemic risks and scam potential. The need for risk-managed, transparent alternatives is evident.&#x20;

In summary, the crypto yield market is starved for solutions that tie returns to real economic value. Quor Phase 1 directly addresses this gap by pooling capital into verifiable, yield-bearing real assets and infrastructure, while offering structured exits and transparency.&#x20;

## The Solution: Quor Phase 1&#x20;

Quor Phase 1 creates a centralized but transparent capital pool that invests exclusively in tokenized real assets and vetted DePIN networks. Key features of the solution include:&#x20;

* **Asset-backed yield pool**: Instead of algorithmic farming, Phase 1’s portfolio is composed of tokenized credit and infrastructure assets. These might include tokenized real estate debt, infrastructure loans, municipal bonds, and vetted DePIN nodes (see Asset Classes below). Each asset generates real income: interest, rent, leasing fees, or protocol rewards. By focusing on tangible cashflows, Quor can deliver genuine yields.&#x20;
* **Structured, fixed-income approach**: The fund is managed like a series of fixed-income pools. In practice, this means we set target yields and risk profiles for each asset bucket. (For example, Maple Finance structures pools by collateral quality, offering 7.5% yields on blue-chip collateral and \~11% on higher-risk collateral.) Similarly, Quor will construct sub-pools with predictable returns. Each pool’s parameters (maturity, collateral, yield target) are vetted by our team.&#x20;
* **Transparency & governance**: Although centralized in management, Quor operations and accounting are fully auditable. All holdings will be tokenized and viewable on-chain (or through permissioned blockchain logs). We will publish monthly asset reports and have independent third-party audits. Compliance measures (KYC/AML) are in place: all participants and counterparties undergo verification. In the spirit of regulated interval funds, we will maintain an independent oversight board and furnish audited financial statements.&#x20;
* **Yield distribution:** Collected income (interest, fees, staking rewards, etc.) is aggregated into a reserve each month and then paid out to investors in stablecoins (e.g. USDC) on a pro-rata basis. By distributing in stable value, Quor avoids inflationary token dilution and gives investors real cashflow. As one industry comment notes, a “direct cut of the fees paid in ETH or USDC is the gold standard… it’s clean, honest, and gives you real cash flow”.&#x20;
* **Defined exit mechanisms**: Unlike open DeFi pools, Phase 1 will operate on a fixed-term structure with scheduled redemption windows. Investors can opt to redeem shares at specified intervals (e.g. quarterly or semi-annually). Mandatory repurchase offers (akin to SEC-regulated interval funds) may be set at a fixed percentage of the fund. This avoids a “run on the bank” scenario while providing eventual liquidity. Early withdrawals outside these windows are discouraged via a nominal penalty (“haircut”), ensuring fairness to long-term participants. Overall, this design balances capital lockup for asset performance with predictable liquidity for investors.&#x20;

Together, these elements make Quor Phase 1 a novel bridge between TradFi assets and crypto investors: it combines traditional lending infrastructure with blockchain’s transparency and speed. Investors benefit from exposure to RWA and DePIN yields while enjoying clear reporting and exit rules. Phase 1 thus lays the groundwork (and builds trust) for the decentralized Quor protocol to come in Phase 2.&#x20;

## How It Works&#x20;

1. **Capital Raise**: Quor will conduct a token sale or share offering to accredited and qualified investors, targeting $2M in total. (A minimum entry and KYC/AML will be required.) Investors receive MZL-V1 tokens representing shares in the fund.&#x20;
2. **Asset Deployment**: Once the raise is complete, the management team allocates the capital into diversified baskets of tokenized assets and DePIN networks. Each purchase is executed on-chain (or via approved custodians) and recorded in the fund’s ledger. For example, we might buy a tranche of tokenized real estate debt on Centrifuge, participate in a VAI-stablecoin lending pool secured by real assets, and stake in a Filecoin mining node.&#x20;
3. **Income Generation**: These assets immediately start generating income. Borrowers pay interest on the tokenized loans; DePIN nodes earn crypto rewards (e.g. storage providers earn FIL, GPU providers earn RNDR, IoT hotspots earn HNT, etc.). All yields are collected in the fund’s treasury contract.&#x20;
4. **Monthly Reporting**: Each month, we tally up the realized income and provide a transparent report to investors. This report details asset performance, yields generated, expenses, and available reserves. Because all transactions are on-chain, investors can verify the holdings (the same way custodial funds publish statements). Independent auditors review these reports quarterly.&#x20;
5. **Yield Distribution**: At the end of each month, the fund distributes the accrued income (after operating expenses) pro-rata to MZL-V1 holders. Payouts are made in stablecoin to preserve value. Any leftover capital is reinvested according to a predetermined strategy or held in reserve for future payments.&#x20;
6. **Redemption Windows**: Starting 3–6 months after closing, MZL-V1 holders may redeem tokens at NAV (minus any applicable exit fee) during scheduled windows (e.g. quarterly). These redemptions are funded from either new inflows or a liquidity reserve. Outside of those windows, early redemptions incur a small penalty (to discourage arbitrage and protect remaining investors). This mirrors how interval funds operate under SEC guidelines, ensuring orderly liquidity management.&#x20;
7. **Governance and Security**: The entire lifecycle is governed by transparent rules. No one can unilaterally alter payout schedules or asset allocation without governance vote. Security measures include locked smart contracts, multi-sig keys for asset transfers, and insurance for custodial assets. In practice, Quor Phase 1 functions much like a well-run credit fund: institutional diligence, legal loan documents, and on-chain settlement.&#x20;

## Asset Classes&#x20;

Quor Phase 1’s portfolio is deliberately diversified across multiple yield-producing categories of RWAs and DePINs:&#x20;

* **Tokenized Real Estate**: Fractional debt or equity in residential and commercial properties. Examples include blockchain bonds backed by rental streams or tokenized real estate investment trusts. Real estate has a track record of steady cashflows, and fractionalization on chains like Ethereum allows 24/7 liquidity to investors. (Deloitte predicts global tokenized real estate could grow from \~$0.3T today to $4 trillion by 2035, highlighting long-term potential.)&#x20;
* **Infrastructure & Corporate Debt**: This includes tokenized infrastructure loans, municipal bonds, or corporate credit. For instance, private credit funds can issue tokens representing a slice of a loan portfolio (e.g. real estate loans, equipment leases). These instruments pay periodic interest much like traditional bonds. Tokenization enables smaller minimums and global investors. Notably, real estate debt tokenization is already live: firms like Redwood Trust use blockchain to report loan payments daily, illustrating growing activity.&#x20;
* **Decentralized Storage Networks**: DePIN nodes providing cloud/storage. Filecoin is the leading example – anyone running Filecoin storage providers can earn FIL tokens for supplying storage. By investing in or leasing Filecoin nodes, the fund captures those FIL rewards, which come from network usage. Such networks often have high gross APYs (single-digit to double-digit percentages of token emissions), which can be sold or swapped to USD.&#x20;
* **Decentralized Compute (GPU Render)**: GPU-based networks like Render (RNDR) or Golem allow contributors to rent out processing power. Node operators receive RNDR (or GLM) tokens for their compute contributions. These tokens appreciate with network demand or can be staked for yield. Investing in a basket of GPU nodes spreads risk across projects (e.g. Render, Golem, others).&#x20;
* **Wireless & IoT Networks**: Projects like Helium or Theta pay users to deploy hardware for mesh networks. For example, Helium hotspots earn HNT for providing IoT and telecom coverage. Theta incentivizes video-streaming nodes with THETA tokens. These networks often yield returns in the native token for real services (bandwidth, data). Quor can partner with community deployments or acquire tokens via staking to capture this yield.&#x20;
* **Energy/Infrastructure (Emerging DePIN)**: Future DePIN plays may include decentralized energy grids, climate sensors, etc. While earlier-stage, Quor will monitor credible projects in these areas as part of its long-term strategy.&#x20;

By mixing these categories, Quor balances risk and maximizes yield. For example, storage and compute nodes may generate 20–30% nominal token yields (depending on utilization), while property debt yields might be 8–12%. Together with active management (e.g. reinvesting coupon payments, harvesting DePIN tokens), we achieve our target APY. Crucially, all chosen assets are tokenized and verifiable – investors can see the on-chain tokens or smart contracts representing each position, ensuring transparency and collateralization.&#x20;

## Investor Onboarding & Exit Strategy&#x20;

**Who Can Invest**: Phase 1 is offered to qualified crypto investors, including accredited institutions and high-net-worth individuals. Participants must complete KYC/AML checks. We require a minimum investment (e.g. $10,000 USD or crypto equivalent) to ensure a concentrated, professional investor base.&#x20;

**Fund Deployment**: Once the raise is closed, capital will be deployed within a short window (typically 1–2 months). During deployment, funds may be held in secure custody or staging accounts as allocations are made. All major transactions will be documented and timestamped on-chain for audit purposes.&#x20;

**Redemption and Exit**: Investors will be able to redeem their MZL-V1 tokens during periodic windows. Drawing from established interval fund practice, we plan to open repurchase offers every 3 or 6 months (mirroring mandatory 5–25% quarterly windows under US law). In each period, up to a defined percentage of the fund’s NAV can be redeemed (e.g. 10–20%). Outside these windows, redemptions are still permitted but carry a small “haircut” fee (for instance, 1–3%) to discourage last-minute exits and to compensate remaining investors. This structure avoids fire-sale liquidations: our liquidity obligations are spread over time, aligned with the illiquid nature of the underlying RWAs.&#x20;

**Secondary Transfer**: Although MZL-V1 is not initially listed on exchanges, we anticipate a secondary market for these tokens (or a periodic internal matching process) to provide additional exit options. Early investors thus have multiple paths to liquidity: scheduled fund redemptions, peer-to-peer secondary sales, or conversion to Phase 2 tokens in our future decentralized marketplace. Importantly, all transfers remain subject to compliance checks and smart-contract rules to maintain the integrity of the fund.&#x20;

## Yield Mechanics&#x20;

Quor's 40% APY stems from bundling multiple high-return sources in a sustainable way. Unlike high-stakes yield farming, our yields come from actual business activity and contractual interest:&#x20;

* **Real Cashflows**: Each RWA position generates payments (e.g. loan interest, rent, bond coupons) in fiat or stablecoin. Likewise, DePIN nodes earn crypto tokens as compensation for services. We sell or swap these tokens into stable assets. Thus, investors’ returns are tied directly to these cashflows. This avoids inflationary dilution: as one expert notes, direct payout in stablecoin/ETH is “clean, honest, and gives you real cash flow”. Quor follows this “gold standard” by distributing yields in USD-pegged tokens.&#x20;
* **Compound Income**: Rather than only paying out yield, a portion of income is periodically reinvested to compound returns. For example, interest from a loan might be used to seed a new loan or stake, augmenting future income. Over time, this compounding effect amplifies the effective APY.&#x20;
* **Efficient Structuring**: By professionally managing the portfolio, we capture spread (e.g. borrowing from DeFi pools at low stable rates and lending out at higher rates) and minimize downtime. We also benefit from network-specific incentives: early or heavy usage of DePIN nodes often brings bonus rewards.&#x20;
* **High-Yield Asset Selection**: We target a mix of assets that, by themselves, yield well above traditional finance norms. For example, certain DePIN data networks pay out double-digit APYs to node operators; tokenized high-yield corporate bonds or Mezzanine real estate loans might offer 12–15%. By combining such assets with safer ones (short-term treasuries, investment-grade debt, etc.), the blended portfolio yield can reach our target.&#x20;

In short, Quor's yield is not magical. It is the sum of interest and service fees from concrete assets. This makes it sustainable and non-inflationary. For context, consider recent RWA use cases: tokenized U.S. Treasuries on-chain typically yield 1–2% (not our target), but real-estate debt funds or energy project financing can yield 8–15%. DePIN operations have seen effective crypto yields of 20%+ (subject to token prices). We calibrate allocations so that overall distributions remain around 40%, adjusting for market conditions. As RWAs and DePINs integrate more with DeFi, they “inject a fresh source of reliable yields” on-chain – Quor simply channels those yields directly to investors.&#x20;

## Trust & Transparency&#x20;

Building trust is a core priority. Quor Phase 1 adopts institutional standards of reporting and compliance:&#x20;

* **Monthly Reporting**: We will publish detailed monthly statements of the fund’s holdings, performance and audited NAV. These reports will be made available on our website and on-chain (as proof-of-publication). All transactions (asset purchases, income receipts, distributions) will be visible on the blockchain, allowing investors to independently verify the data. This level of transparency rivals that of regulated funds. (For example, SEC-registered interval funds are required to make frequent public filings and have independent audits.)&#x20;
* **Third-Party Audit**: A reputable accounting firm will audit our financials each quarter. They will verify that each tokenized asset corresponds to the stated RWA or DePIN position (via custody statements or public ledger proof). We will also contract data attestations (e.g. proof that a certain token equals a fixed-cash claim) from on-chain oracles or legal escrow.&#x20;
* **KYC/AML Compliance**: Like mature investment vehicles, we will KYC all investors and counterparties. No anonymous money. Our governance is permissioned: assets cannot be moved or liquidated without proper authorization by the fund’s controllers. Counterparties (borrowers, DePIN node hosts, etc.) will be pre-vetted and legally bound by contracts.&#x20;
* **Legal Framework**: Quor Phase 1 will register under an appropriate jurisdiction as an investment fund (e.g. Cayman or Swiss fund). While operating in the crypto space, we align with traditional finance norms – for instance, requiring signed loan agreements for borrowers (as Maple does) and maintaining collateral where applicable. This means that in case of default, we have recourse (on-chain collateral liquidation or legal action) just as in TradFi.&#x20;
* **Governance Oversight**: An independent board or committee will oversee major decisions (asset selection criteria, audit review, compliance matters). This board will include experienced investors or auditors, ensuring that the fund’s governance meets high standards.&#x20;

By marrying blockchain’s audit trail with rigorous off-chain controls, Quor offers unprecedented transparency for crypto investors. We commit that every dollar of yield paid to you can be traced back to a specific cash flow or token in the pool. There is no black box. All assets and income sources will be documented in reports and made accessible for scrutiny.&#x20;

## Risk Management&#x20;

Investors must understand that all investments carry risk. Quor Phase 1 proactively addresses these main risk categories:&#x20;

* **Liquidity Risk**: Tokenized RWAs often have limited secondary markets. To mitigate a liquidity crunch, we employ redemption scheduling (as above) so that not all investors can exit at once. Additionally, we maintain a cash reserve (e.g. 5–10% of fund size) in highly liquid, stable instruments (short-dated treasuries or large-cap stablecoin pools) to handle unexpected redemptions or funding shortfalls. In extremis, the fund can prioritize or stagger large redemptions to protect the pool.&#x20;
* **Asset Depreciation**: Real assets can lose value (property depreciation, hardware obsolescence, etc.). We manage this by diversifying across asset types and geographies, not relying on any single asset. For physical infrastructure (like GPUs or telecom hardware), we choose projects where the tokens reflect usage and upgrade paths, and where node hardware is cost-effective. In loan portfolios, we require conservative loan-to-value ratios (often 50-70%) and focus on high-quality borrowers or issuers. Each position is stress-tested for price movements. Over time, yields have a buffer to cover potential principal loss.&#x20;
* **Counterparty and Credit Risk**: When lending money (or tokens), there is a chance of default. MizzleFi will only work with reputable, KYC’ed counterparties. Borrowers will be subject to credit vetting similar to traditional lending. If a borrower fails to pay, we have mechanisms: on-chain collateral seizure (e.g., liquidating a tokenized real estate deed) or off-chain legal action. In DePIN, we trust decentralized protocols (e.g., Filecoin’s consensus rules) to enforce rewards; if a storage node goes offline, our stake may drop, but we diversify to limit any single-node loss. Importantly, all collateral and reserves are held in custody, and asset transfers require multiple signatories. We do not take exotic counterparty exposures.&#x20;
* **Protocol and Smart Contract Risk**: All on-chain interactions are done via audited, battle-tested contracts. For new platforms we engage (e.g. a novel DePIN protocol), we require at least one public audit. Our code will be open-source or verifiable, and funds in smart contracts will be minimal (excess cash is preferably custody).&#x20;
* **Regulatory Risk**: We operate under clear legal terms and will adapt to applicable regulations. Investors should note Phase 1 is effectively a private fund, and we will comply with securities laws in our jurisdiction. In time, we may register under emerging crypto fund frameworks (e.g. Switzerland’s DIDC, Singapore’s PCC, or US exemptions) to further reduce risk.&#x20;

In summary, Quor's risk framework blends DeFi agility with TradFi safeguards. We leverage industry practices (like Maple’s layered security and liquidation mechanisms) and add capital buffers to protect investors. Our goal is that even in a downturn, the fund can honor obligations through reserves and controlled asset sales.&#x20;

## Use of Funds&#x20;

The $2 million raised in Phase 1 will be allocated approximately as follows (illustrative):&#x20;

* 60% – Asset Investments: The bulk will fund the purchase or tokenization of RWAs and DePIN assets as outlined above. These are the income-generators.&#x20;
* 20% – Cash Reserves: Kept in stable, liquid positions (e.g. short-term bonds or money market stablecoins) to ensure smooth distributions and redemption liquidity.&#x20;
* 10% – Operations & Compliance: Covering legal fees, auditing, custody, and regulatory compliance.&#x20;
* 10% – Contingency & Growth: A small buffer for unforeseen costs, plus initial marketing and community-building for the upcoming protocol launch.&#x20;

This allocation ensures most capital is “working” in high-yield assets, while some is reserved for safety and operational resilience. All expenditures will be documented and subject to audit.&#x20;

## Roadmap&#x20;

**Phase 1 (Launch – \~6 months)**: Secure funding, build partnerships with RWA/DePIN projects, and commence operations as described above. Establish reporting systems and complete the first income distributions. Refine legal structure and fund administration.&#x20;

**Transition (6–12 months)**: Demonstrate track record of yield to investors. During this time, begin development of Phase 2, which will be Quor's decentralized protocol. We will design an on-chain marketplace and governance framework that allows any user to list and trade yield-bearing RWA/DePIN tokens. Early Phase 1 investors will be whitelisted to participate in Phase 2 token sales or governance.&#x20;

**Phase 2 (12–18 months)**: Launch the fully on-chain Quor platform. Here, the system becomes permissionless: asset managers can list new RWA or DePIN “bond” tokens, and investors can buy/sell them in an automated marketplace. The proof-of-performance and reserves established in Phase 1 will underpin Phase 2’s credibility. Over time, Quor aims to bootstrap a deep, liquid ecosystem for infrastructure-backed yield – essentially a DePIN/RWA DeFi hub.&#x20;

Throughout, milestones will include audited updates on assets under management, yield performance, regulatory approvals, and protocol development. Early supporters of Phase 1 will receive governance tokens and priority in Phase 2 to reward their faith.&#x20;

## Call to Action&#x20;

Quor Phase 1 represents an exclusive opportunity to secure high real-world yields at the ground floor of a new asset class. By investing now, you lock in 40% APY returns that few other credible products can match. You also become part of a pioneering community shaping the future of infrastructure finance on-chain. As RWAs and DePIN continue their explosive growth, early participants stand to benefit most from the protocol’s success and governance upside in Phase 2. Join Quor Phase 1 and earn the real yields of tomorrow’s economy – today.&#x20;


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://quor.gitbook.io/quor-docs/lightpaper.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
