Anuj Poudel10 Jan 2024
The previous segment of our LandChain series detailed its purpose and potential in digitizing land transactions through Blockchain technology. In this instalment, we delve into the operational mechanics of LandChain.

Land ownership certificates serve as tangible and digital evidence of land ownership. When users input their details and land-related information into the Blockchain, this data gets inscribed into blocks. Once recorded, this data becomes unalterable, forming an immutable record of ownership within the Blockchain.
Authorities cross-verify the information provided by users against existing records—both digital and physical. Upon confirmation of the match, the authority confirms the association of the land with the respective user, establishing an immutable record within the Blockchain.

Users initiate transfer requests, integrating essential documents into the Blockchain while obtaining complementary information from local authorities. This request becomes an indelible entry within the Blockchain.
Authorities undertake a comprehensive validation process, collecting and verifying ownership data, tax payment records, and historical transaction details. Upon successful validation, the status of the transfer request is recorded immutably within the Blockchain.
The involved parties conduct financial transactions via banks, and the transactional details are securely stored within the Blockchain. The inherent immutability of Blockchain ensures the integrity and security of these financial records.
Upon meticulous verification of ownership status, agreement confirmation between the seller and buyer, and validation of the transaction, the authorities effectuate the transfer of land ownership. This final transactional data is recorded within the Blockchain, completing the transfer process.
LandChain, by leveraging Blockchain technology, establishes an immutable and transparent system for land transactions. From registering land ownership to facilitating secure and verified transactions, LandChain ensures a fair, efficient, and trustworthy process for all involved parties.
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In the second part of this series, we move beyond model training and bring our fine-tuned Microsoft Phi-1 to life. This article focuses on query generation, safe SQL execution, and building a Flask-based API that allows real-time interaction with financial databases.

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In today’s data-driven world, being able to query databases with natural language is becoming increasingly valuable. Imagine simply typing: “Show me the total interest income of Kumari Bank in April 2022” and instantly receiving a valid SQL query (and even the corresponding chart!) — no manual SQL writing required.

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